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Uncertainties in small-angle measurement systems used to calibrate angle artifacts.


We have studied a number of effects that can give rise to errors in small-angle measurement systems when they are used to calibrate To adjust or bring into balance. Scanners, CRTs and similar peripherals may require periodic adjustment. Unlike digital devices, the electronic components within these analog devices may change from their original specification. See color calibration and tweak.  artifacts artifacts

see specimen artifacts.
 such as optical polygons. Of these sources of uncertainty, the most difficult to quantify Quantify - A performance analysis tool from Pure Software.  are errors associated with the measurement of imperfect imperfect: see tense. , non-flat faces of the artifact A distortion in an image or sound caused by a limitation or malfunction in the hardware or software. Artifacts may or may not be easily detectable. Under intense inspection, one might find artifacts all the time, but a few pixels out of balance or a few milliseconds of abnormal sound , causing the instrument to misinterpret mis·in·ter·pret  
tr.v. mis·in·ter·pret·ed, mis·in·ter·pret·ing, mis·in·ter·prets
1. To interpret inaccurately.

2. To explain inaccurately.
 the average orientation of the surface. In an attempt to shed some light on these errors, we have compared autocollimator measurements to angle measurements made with a Fizeau phase-shifting interferometer interferometer: see interference under Interference as a Scientific Tool. See also virtual telescope.


An instrument that measures the wavelengths of light and distances.
. These two instruments have very different operating principles and implement different definitions of the orientation of a surface, but (surprisingly) we have not yet seen any clear differences between results obtained with the autocollimator and with the interferometer. The interferometer is in some respects an attractive alternative to an autocollimator for small-angle measurement; it implements an unambiguous and robust definition of surface orientation in terms of the tilt of a best-fit plane, and it is easier to quantify likely errors of the interferometer measurements than to evaluate autocollimator uncertainty.

Key words: angle; autocollimator; Fizeau interferometer A Fizeau interferometer is similar to a Fabry-Perot interferometer in that they both consist of two reflecting surfaces. In a Fizeau interferometer, however, the second surface is usually totally reflecting. An angled beam splitter captures the reference and measurment beams. ; metrology metrology

Science of measurement. Measuring a quantity means establishing its ratio to another fixed quantity of the same kind, known as the unit of that kind of quantity.
; phase shifting.

**********

1. Introduction

A system for calibration calibration /cal·i·bra·tion/ (kal?i-bra´shun) determination of the accuracy of an instrument, usually by measurement of its variation from a standard, to ascertain necessary correction factors.  of angle artifacts (such as optical polygons or angle blocks) requires two basic components: (1) a mechanism (often an indexing table) for generating an angle nominally equal to the angle being measured and (2) a device such as an autocollimator to measure small deviations of the measurement face away from the perpendicular to the autocollimator axis. Errors in the indexing table are relatively easy to study, but uncertainties in small-angle measurement may be more difficult to quantify in a satisfactory manner.

The angle measurement system used at the National Institute of Standards and Technology National Institute of Standards and Technology, governmental agency within the U.S. Dept. of Commerce with the mission of "working with industry to develop and apply technology, measurements, and standards" in the national interest.  (NIST (National Institute of Standards & Technology, Washington, DC, www.nist.gov) The standards-defining agency of the U.S. government, formerly the National Bureau of Standards. It is one of three agencies that fall under the Technology Administration (www.technology. ) is based on an automated au·to·mate  
v. au·to·mat·ed, au·to·mat·ing, au·to·mates

v.tr.
1. To convert to automatic operation: automate a factory.

2.
 stack of three indexing tables--our Advanced Automated Master Angle Calibration System (AAMACS). The stack can generate essentially any desired angle, moving in angle increments as small as 0.0034" (17 nrad). In addition to the triple stack of indexing tables, AAMACS includes an automated encoder-based air-bearing table that is not part of the metrology system but which allows for fully automated positioning of an artifact and hence fully automated closure measurements. The AAMACS system has been described in detail elsewhere [1,2].

Uncertainty in the angles generated by the indexing tables is fairly straightforward to quantify and correct using closure techniques. The expanded (k = 2) uncertainty of angle generation with AAMACS can be reduced below 0.02" by error mapping the system, or by using methods described later in this article. Errors associated with the autocollimator could potentially be more than an order of magnitude A change in quantity or volume as measured by the decimal point. For example, from tens to hundreds is one order of magnitude. Tens to thousands is two orders of magnitude; tens to millions is three orders of magnitude, etc.  greater than uncertainties of our indexing table, as has been seen in several studies where measurements from different autocollimators have been compared to each other [2,3]. Although a comparison can demonstrate the presence of errors, there may be no obvious way to determine which autocollimator is in error and which (if either) gives the correct answer. Disagreements between different autocollimators are often associated with aberrations in the optical systems that affect the imaging of non-flat surfaces, but it is not clear how to measure the aberrations or how to quantify their effect on angle measurement.

An additional complication complication /com·pli·ca·tion/ (kom?pli-ka´shun)
1. disease(s) concurrent with another disease.

2. occurrence of several diseases in the same patient.


com·pli·ca·tion
n.
 is the possibility that two instruments that give different measurement results are both providing the correct answer, because in the field of optical metrology there is no clearly accepted definition of the average angle between non-flat surfaces. (Angular angular /an·gu·lar/ (ang´gu-lar) sharply bent; having corners or angles.  orientations are often specified in terms of the Zernike tilt term, but this is not what is measured by a typical autocollimator.) In most areas of dimensional metrology This article or section may be confusing or unclear for some readers.
Please [improve the article] or discuss this issue on the talk page.
 the measurand is well enough defined that artifact imperfections do not give an ambiguous result. For example, the "diameter" of an imperfect artifact is always specified more precisely, perhaps as the average diameter, the diameter of a best-fit circle, or the diameter of a circumscribed circle In geometry, the circumscribed circle or circumcircle of a polygon is a circle which passes through all the vertices of the polygon. The centre of this circle is called the circumcenter. . It is widely recognized that these definitions of diameter will give differing values for an imperfect artifact, and that we must specify the type of diameter to be measured in order to get an unambiguous result. Such distinctions are never (to our knowledge) made in angle metrology, and consequently ambiguities can occur.

A Fizeau phase shifting interferometer (hereafter In the future.

The term hereafter is always used to indicate a future time—to the exclusion of both the past and present—in legal documents, statutes, and other similar papers.
 abbreviated as PSI) can be used to shed some light on the questions raised above. This instrument can in principle measure small angles according to according to
prep.
1. As stated or indicated by; on the authority of: according to historians.

2. In keeping with: according to instructions.

3.
 one of several different definitions. The most straightforward and robust method of angle measurement, implemented in software available with our instrument, is to compute To perform mathematical operations or general computer processing. For an explanation of "The 3 C's," or how the computer processes data, see computer.  the tilt of a best-fit plane through a surface. The use of a PSI in this manner was pioneered by Probst and Kunzmann [4,5] and has also been studied by Kruger [6]. An attractive reason for using a PSI for angle measurement is that it should be possible to evaluate sources of error in the instrument, including effects of aberrations which are very difficult to quantify for an autocollimator. The PSI can provide a good foundation for evaluating measurement uncertainty as a consequence of two facts:

(1) Sources of error in PSI measurements have been studied for more than twenty years TWENTY YEARS. The lapse of twenty years raises a presumption of certain facts, and after such a time, the party against whom the presumption has been raised, will be required to prove a negative to establish his rights.
     2.
, and there is an extensive literature describing possible errors in these instruments. (See Refs. [7-10] and many additional references cited by these publications.) There should be no surprises when using a PSI; the possible errors are well catalogued and order-of-magnitude values for the range of such errors are well known.

(2) Determining errors in an individual instrument is made easier by the versatility of the PSI. The images and software tools provided by the PSI make it practical to quantitatively or semi-quantitatively evaluate most of the important sources of error.

Furthermore, PSI errors are expected to be small. It has been demonstrated that PSIs can measure surface figure of nominally flat surfaces at the nanometer One billionth of a meter. Nanometers are used to measure the wavelengths of light. See angstrom and metric system.  level [11]. Note that a 1 nm error across the face of a 20 mm polygon polygon, closed plane figure bounded by straight line segments as sides. A polygon is convex if any two points inside the polygon can be connected by a line segment that does not intersect any side. If a side is intersected, the polygon is called concave.  corresponds to a potential angular error of 0.01". Angle measurement should be much easier than measuring surface figure. Potentially troubling errors, such as form errors of the reference flat or aberrations of the reference wavefront Noun 1. wavefront - (physics) an imaginary surface joining all points in space that are reached at the same instant by a wave propagating through a medium
wave front
, have important consequences for form measurement, making a flat surface appear non-flat; but in angle measurement these errors are essentially common mode and consequently have a reduced effect. (As discussed later, however, the errors are not common mode if an artifact is mounted off center, or if changing tilt angles Noun 1. tilt angle - the angle a rocket makes with the vertical as it curves along its trajectory
angle - the space between two lines or planes that intersect; the inclination of one line to another; measured in degrees or radians


 shear shear: see strength of materials.
Shear

A straining action wherein applied forces produce a sliding or skewing type of deformation.
 the reflected wavefront.) Therefore we might hope (with sufficient effort) to reduce uncertainties of angle measurement to 0.01" or less if we use a PSI in place of an autocollimator.

We have studied a number of error sources that might degrade TO DEGRADE, DEGRADING. To, sink or lower a person in the estimation of the public.
     2. As a man's character is of great importance to him, and it is his interest to retain the good opinion of all mankind, when he is a witness, he cannot be compelled to disclose
 small-angle measurement using both our PSI and our autocollimator. As with any measurement, overall scale errors of the measuring instrument or deviations from linearity are a concern. Some additional errors that must be considered are unique to the measurement of angle artifacts--eccentricity or pyramid pyramid, structure
pyramid. The true pyramid exists only in Egypt, though the term has also been applied to similar structures in other countries. Egyptian pyramids are square in plan and their triangular sides, which directly face the points of the
 errors, arising as a result of imperfections of the measuring instrument in combination with imperfect mounting or poor geometry of the artifact. For the PSI, we have also studied errors that occur when measuring non-flat artifact faces; for the autocollimator these errors cannot be evaluated directly but can be estimated through comparison to the PSI. Finally, we have investigated some PSI errors--fringe interpolation interpolation

In mathematics, estimation of a value between two known data points. A simple example is calculating the mean (see mean, median, and mode) of two population counts made 10 years apart to estimate the population in the fifth year.
 errors and bull's-eye patterns (from coherent scattering scattering

In physics, the change in direction of motion of a particle because of a collision with another particle. The collision can occur between two charged particles; it need not involve direct physical contact.
)--that have no direct analogy in the autocollimator. All of these sources of error are discussed in Sections 2-8 and summarized in Sec. 9. In Sec. 10, we discuss issues related to the definition of angle itself. In Sec. 11, we compare the results from the autocollimator and the PSI, which employ different definitions of angle. Some of this work has been reported in a previous publication [12].

2. Scale Errors, Linearity, and Measurement Noise

The scale error of our instruments--that is, an error proportional to the measured angle--can be checked by generating a known angle and comparing to the instrument reading. We can in principle generate a known angle by error mapping the AAMACS system [1], but some difficulties in implementing the error map led us to adopt a second method. We simply generate the desired angle multiple times, each time beginning at a randomly chosen position on the AAMACS triple stack. As a consequence of closure, the average angle generated must be an unbiased estimate of the desired angle, regardless of almost all possible system errors. (See Appendix A.) One error that might not average to zero would be a constant drift with time, but this potential problem can be eliminated by pairing measurements in the forward and reverse direction. Not only does this procedure produce the desired angle without bias, but also the standard deviation In statistics, the average amount a number varies from the average number in a series of numbers.

(statistics) standard deviation - (SD) A measure of the range of values in a set of numbers.
 of the mean ([approximately equal to]0.01" for 40 pairs of measurements) should be an excellent estimate of uncertainty, independent of the physical nature of the error sources in the triple stack. Although this is a very inefficient method of generating a known angle--and hence not recommendable in most situations--the strength of the method is that the average angle is unbiased, with well-quantified uncertainty, totally independent of any poorly understood behavior of the system. The inefficiency is not such a great drawback DRAWBACK, com. law. An allowance made by the government to merchants on the reexportation of certain imported goods liable to duties, which, in some cases, consists of the whole; in others, of a part of the duties which had been paid upon the importation.  when using AAMACS, because the entire set of measurements is done under computer control without the need for manual intervention.

We have carried out this procedure to check the autocollimator scale at 30", and we find that the scale is correct within the 0.02" expanded uncertainty of our measurements. (Note: all expanded uncertainties in this article are calculated with coverage factor k = 2.) This possible 0.07% scale error is negligible This article or section is written like a personal reflection or and may require .
Please [ improve this article] by rewriting this article or section in an .
 (<0.002") for angles less than 2.5", which encompasses most of our measurement needs.

The PSI requires lateral scale calibration, where the calibration factor depends on the zoom To change from a distant view to a more close-up view (zoom in) and vice versa (zoom out). An application may provide fixed or variable levels of zoom. A display adapter may also have built-in zoom capability.  setting. A rough calibration factor, good to about 0.5%, is obtained by measuring a known lateral distance with the instrument, and the software uses this lateral calibration to compute angles. The calibration can then be refined by generating known angles and comparing to the computed values. The known angles can be generated directly from AAMACS, as described above, or can be measured with the autocollimator once the autocollimator has been calibrated cal·i·brate  
tr.v. cal·i·brat·ed, cal·i·brat·ing, cal·i·brates
1. To check, adjust, or determine by comparison with a standard (the graduations of a quantitative measuring instrument):
. The primary uncertainty in the scale factor then arises from nonlinearity as described below.

For angles between -60" and +60" we have compared autocollimator measurements to measurements obtained with the PSI. We can thus determine the relative nonlinearity of the two instruments. This provides a plausible bound on the nonlinearity of either instrument, unless both instruments happen to share the same nonlinearity. (Note: This measurement was done in a manner that avoids diffraction errors, a potential source of nonlinearity in the PSI readings as discussed later.)

We find that the relative reading of the two instruments exhibits a noticeable nonlinearity which varies smoothly throughout the [+ or -]60" range with amplitude amplitude (ăm`plĭtd'), in physics, maximum displacement from a zero value or rest position.  of about [+ or -]0.03". Based on the factory calibration of autocollimator nonlinearity, it appears that much of the observed relative nonlinearity can be attributed to the PSI. Typically we measure over a very restricted range, less than [+ or -]2.5", and the slowly varying nonlinearity is not noticeably nonlinear A system in which the output is not a uniform relationship to the input.

nonlinear - (Scientific computation) A property of a system whose output is not proportional to its input.
 over this range. (Even over a range of [+ or -]20" the nonlinearity is not obvious.) However, when the PSI scale is calibrated using large rotations to increase sensitivity (typically [+ or -]60"), then as a consequence of the nonlinearity the scale factor may be slightly incorrect over the restricted [+ or -]2.5" operating range; our data indicates that an angle of [+ or -]2.5" might consequently be measured in error by an amount not exceeding [+ or -]0.004". Including an additional small uncertainty in calibrating the large-angle scale factor, we conclude that the uncertainty of PSI measurements at [+ or -]2.5" is less than 0.005". We take this value as a measure of the expanded uncertainty (standard uncertainty = 0.0025"). This uncertainty could most likely be reduced either by carefully measuring and correcting for the nonlinearity, or by calibrating the PSI scale over a more narrow range so as to avoid the nonlinear region (but increasing sensitivity to noise and other small errors). At present we do not feel that we can confidently correct for the nonlinearities, which are difficult to measure.

Over the restricted range of [+ or -]2.5" (with the overall scale set by measurements at [+ or -]60"), our comparison shows that any possible nonlinearities are too small to distinguish from the noise of measurement. The root-mean-square difference observed between the PSI and autocollimator over this range was 0.007". The comparison required significant averaging to eliminate noise: each PSI point was measured with 20 phase averages, and the measurement of each angular interval from 0 to some angle [theta Theta

A measure of the rate of decline in the value of an option due to the passage of time. Theta can also be referred to as the time decay on the value of an option. If everything is held constant, then the option will lose value as time moves closer to the maturity of the option.
] was repeated 14 times. In the presence of drift, the averaging might wash out the effect of nonlinearities that vary rapidly with angle (such as problems associated with pixel size in either the PSI or autocollimator), but our normal measurement procedures also employ significant averaging, so the results obtained in this test reflect normal measurement procedures reasonably well.

It is likely that the 0.007" deviations between the two instruments arise primarily from measurement noise, which is greater for the PSI than for the autocollimator. (This is not necessarily a failing of the PSI, which had to measure through a longer air path than the autocollimator.) We can then assign a standard uncertainty of 0.007" to the PSI measurements, which includes combined effects of the measurement noise and of possible small-scale nonlinearity within the [+ or -]2.5" range.

3. Pyramid Error

Pyramid error occurs when the x-axis reading of an angle measurement instrument changes in response to a change in tilt of a surface along the y-axis, where the x-axis angle is the desired measurand and where the y-axis reading would not change for a perfect artifact that is perfectly mounted. Figure 1 depicts a polygon measurement and shows the coordinate system coordinate system

Arrangement of reference lines or curves used to identify the location of points in space. In two dimensions, the most common system is the Cartesian (after René Descartes) system.
. In Fig. 1, the axis of rotation Noun 1. axis of rotation - the center around which something rotates
axis

mechanism - device consisting of a piece of machinery; has moving parts that perform some function
 of the indexing table is ideally parallel to the y-axis of the autocollimator or PSI. Rotation about the y-axis changes the tilt along x. If the face of a polygon or other angle artifact is rotated rotated

turned around; pivoted.


rotated tibia
see rotated tibia.
 about the x-axis, so that there is a tilt along y, the angle of rotation is the pyramid angle.

[FIGURE 1 OMITTED]

We have studied the pyramid error more extensively for our autocollimator than for the PSI. Pyramid error can be determined by seeing how the apparent angle between two surfaces changes when the artifact is mounted in a tilted tilt 1  
v. tilt·ed, tilt·ing, tilts

v.tr.
1. To cause to slope, as by raising one end; incline: tilt a soup bowl; tilt a chair backward.

2.
 orientation, with the direction of tilt as shown in Fig. 1 ("pyramid tilt"). In Fig. 2 the error in measuring the angle is graphed as a function of the pyramid tilt angle. (Note: These measurements were taken using a 45[degrees] angle block rather than a polygon as depicted de·pict  
tr.v. de·pict·ed, de·pict·ing, de·picts
1. To represent in a picture or sculpture.

2. To represent in words; describe. See Synonyms at represent.
 in Fig. 1.) The "error" is the difference between the measured angle in the tilted position and the measured angle of the non-tilted artifact. The nearly linear error shown in Fig. 1 is most likely caused by a misalignment mis·a·ligned  
adj.
Incorrectly aligned.



misa·lignment n.
 of the autocollimator axes axes

[L., Gr.] plural of axis. The straight lines which intersect at right angles and on which graphs are drawn. Usually the horizontal axis is the x-axis and the vertical one the y-axis. Called also axes of reference.
 relative to axis of rotation of the artifact, causing the y-axis tilt to have a small component along the x-axis. This misalignment presumably pre·sum·a·ble  
adj.
That can be presumed or taken for granted; reasonable as a supposition: presumable causes of the disaster.
 occurred because the original mounting of the autocollimator was performed by aligning a·lign  
v. a·ligned, a·lign·ing, a·ligns

v.tr.
1. To arrange in a line or so as to be parallel: align the tops of a row of pictures; aligned the car with the curb.
 the y-axis and assuming (incorrectly) that the x-axis was orthogonal At right angles. The term is used to describe electronic signals that appear at 90 degree angles to each other. It is also widely used to describe conditions that are contradictory, or opposite, rather than in parallel or in sync with each other.  to y. Rather than re-mount the instrument, which is difficult for our set-up, we simply software-correct our x-axis results, based on y-tilt reading from the autocollimator. The correction factor is determined from a linear fit to the data of Fig. 2. As can be seen in Fig. 3, once this correction is made, errors are small even at rather large tilts. Furthermore, these remaining errors are to be expected, even for a perfect autocollimator, as a geometric consequence of the fact that the artifact is mounted at an angle relative to the measurement plane [13]. Thus it would seem that, after software correction, the autocollimator shows no unexpected behavior when measuring tilted surfaces. It appears that we understand pyramid errors at the level of about 0.015" for 100" tilts, and thus measurement uncertainties are probably less than 0.002" when the pyramid tilt is less than 15".

[FIGURE 2 OMITTED]

[FIGURE 3 OMITTED]

The PSI also exhibits a pyramid error which arises because it is misaligned mis·a·ligned  
adj.
Incorrectly aligned.



misa·lignment n.
 relative to the axis of rotation. In this case the misalignment is not a result of the nonorthogonality of the x- and y-axes, but simply occurs because it is too difficult to mount the bulky bulk·y  
adj. bulk·i·er, bulk·i·est
1. Having considerable bulk; massive.

2. Of large size for its weight: a bulky knit.

3. Clumsy to manage; unwieldy.
 instrument in perfect alignment. Again we correct in software, and following correction, the PSI measurements agree well with the autocollimator even for tilted artifacts. Based on these comparisons and on uncertainty in determining the software correction, we estimate a standard uncertainty as 0.003 "for tilt angles below 15".

4. Eccentricity eccentricity, in astronomy: see orbit.
Eccentricity
Addams Family

weird family, presented in grotesque domesticity. [TV: Terrace, I, 29]

Boynton, Nanny

travels with set of Encyclopaedia Britannica
 and Related Errors

Eccentricity errors occur if an artifact is mounted off center from the axis of rotation. As an off-center optical polygon is rotated from one face to the next, the faces will appear at slightly different points within the field of view of the autocollimator or PSI. Aberrations of the optical system that would be common mode for measurements between two faces located at the same place within the field of view are no longer entirely common mode when the artifact is mounted off center. We have studied this effect briefly, and we find that for our autocollimator the errors are 0.06" per millimeter One thousandth of a meter, or 1/25th of an inch. See metric system.  runout run·out  
n.
1. The act or an instance of fleeing so as to evade undesirable consequences.

2. The area where one curved surface merges with another: a snowy runout at the bottom of the ski slope.
 of a polygon mounted off-center. We normally mount artifacts with less than 0.2 mm runout, and consequently eccentricity errors are expected to be below 0.012". For the PSI, the eccentricity errors are about three times smaller than for the autocollimator, indicating that optical aberrations optical aberration
n.
The failure of light rays from a point source to form a perfect image after passing through an optical system.
 are somewhat smaller for the PSI than for the autocollimator. We estimate that the PSI errors are on the order of 0.004" at 0.2 mm runout; we take this value as an estimate of the standard uncertainty. Another way to quantify PSI eccentricity errors is to use software masks, as described later.

When measuring an angle block, errors of a similar origin can occur because the hypotenuse In a right triangle, the side opposite the right angle. See sine.

(mathematics) hypotenuse - The side of a right-angled triangle opposite the right angle.
 is longer than the sides and consequently optical aberrations are not common mode. For our PSI, the primary issue is non-flatness of the transmission flat. It is easy to put a maximum value on this error by measuring a test surface of good quality, first evaluating the tilt angle with a 50 mm wide mask and then re-evaluating with a 70 mm wide mask to simulate simulate - simulation  the hypotenuse of a 45[degrees] angle block. (In principle a better result could be obtained by measuring and correcting for form errors of the nominally flat test surface.) When the mask size is changed, we see that the apparent tilt of the surface changes by an amount ranging from near zero to as much as 0.02", depending on exactly where the masks are located. This data suggests that uncertainties on the order of 0.01" can be expected when measuring a 45[degrees] angle block. For angles [less than or equal to]15[degrees] this source of uncertainty is negligible.

The autocollimator might potentially be subject to similar errors but in practice it is irrelevant for our autocollimator when measuring angle blocks. The field of view of our autocollimator is about 50 mm across, small enough that it does not quite include the entire side surface of an angle block, and it measures only the central 70% of the hypotenuse. Consequently it is not at all clear how the measured angle relates to the real angle between the surfaces, unless ancillary Subordinate; aiding. A legal proceeding that is not the primary dispute but which aids the judgment rendered in or the outcome of the main action. A descriptive term that denotes a legal claim, the existence of which is dependent upon or reasonably linked to a main claim.  measurements with a PSI are used to correct for portions of the surfaces that are not seen by the autocollimator.

5. Diffraction and Edge Effects in a PSI

It is not clear to us what effect diffraction has for the reading of an autocollimator, but it surely affects the measurement using a PSI. Diffraction effects or other possible spurious spu·ri·ous
adj.
Similar in appearance or symptoms but unrelated in morphology or pathology; false.



spurious

simulated; not genuine; false.
 edge effects are manifested as waviness wav·y  
adj. wav·i·er, wav·i·est
1. Abounding or rising in waves: a wavy sea.

2. Marked by or moving in a wavelike form or motion; sinuous.

3.
 or as an apparent bending upward or downward near the edges of the artifact surface. A spurious apparent rolloff of the edges must be distinguished from a real, physical rolloff that might result from imperfect lapping of the face. This can be done by using razor blades ra·zor·blade also ra·zor blade  
n.
A thin sharp-edged piece of steel that can be fitted into a razor.

razor blade nhoja de afeitar

razor blade 
 to mask the edges of a good flat surface; the unmasked portion is known to be flat but may appear to bend downward or upward. Diffraction effects are minimized through careful focusing. However, even with good focusing problems will remain if the surface is tilted away from perpendicular to the PSI axis. As shown in Fig. 4, one edge of a tilted surface appears to bend upward and the other edge bends downward. The distortion distortion, in electronics, undesired change in an electric signal waveform as it passes from the input to the output of some system or device. In an audio system, distortion results in poor reproduction of recorded or transmitted sound.  at the edges increases with increasing tilt angle. This edge effect can be quantified by measuring the change in angle when the tilt is evaluated first with a software mask somewhat larger than the surface, and then with a mask reduced slightly in size so as to exclude the spurious patterns at the edges. For a 20 mm wide surface tilted at angles up to [+ or -]30", edge effects cause the measured angle to appear too small by about 0.6%. Tilts of [+ or -]2.5" are in error by 0.015". For tilt angles above 30" in magnitude, the error does not increase linearly with angle. Therefore, the 0.015" error is not completely absorbed into the calibration factor if we calibrate the PSI scales with [+ or -]60" rotations, but the calibration procedure does compensate about 50% of the error, reducing the error at 2.5" to 0.008". We have tried measuring these errors several times; the measurement is relatively easy to carry out and moderately repeatable, depending in part on how much care is taken with focusing. It should be possible to correct for about half of the nonlinearity due to edge effects, leaving an uncertainty of 0.004".

[FIGURE 4 OMITTED]

As with the scale nonlinearities discussed previously, this uncertainty could probably be reduced in a fairly straightforward manner if the PSI scale were calibrated over a more narrow range of angles, in a region where the error is linearly related to angle.

6. Periodic Fringe Interpolation Errors and Bull's-Eye Patterns

Fringe interpolation errors, which are periodic at spatial harmonics har·mon·ic  
adj.
1.
a. Of or relating to harmony.

b. Pleasing to the ear: harmonic orchestral effects.

c.
 of the fringe spacing across the surface being measured, can be expected in the PSI, particularly if vibrations are present [14]. There is no directly analogous analogous /anal·o·gous/ (ah-nal´ah-gus) resembling or similar in some respects, as in function or appearance, but not in origin or development.

a·nal·o·gous
adj.
 error in the autocollimator. These errors can be quantified by tilting tilt 1  
v. tilt·ed, tilt·ing, tilts

v.tr.
1. To cause to slope, as by raising one end; incline: tilt a soup bowl; tilt a chair backward.

2.
 a flat surface and looking for Looking for

In the context of general equities, this describing a buy interest in which a dealer is asked to offer stock, often involving a capital commitment. Antithesis of in touch with.
 apparent waviness of the surface correlated cor·re·late  
v. cor·re·lat·ed, cor·re·lat·ing, cor·re·lates

v.tr.
1. To put or bring into causal, complementary, parallel, or reciprocal relation.

2.
 with the fringe spacing across the surface and at a spatial harmonic harmonic.

1 Physical term describing the vibration in segments of a sound-producing body (see sound). A string vibrates simultaneously in its whole length and in segments of halves, thirds, fourths, etc.
 of the fringe spacing. To see this waviness clearly, it is necessary to remove both the surface tilt and the shape of the non-tilted surface in software. When we purposely pur·pose·ly  
adv.
With specific purpose.


purposely
Adverb

on purpose
USAGE: See at purposeful.

Adv. 1.
 introduce vibrations during a measurement, periodic waviness due to interpolation errors can be clearly seen at a level of several nanometers. Under normal conditions
This article is about the philosophical argument; for normal conditions in the sense of standards see the corresponding articles, e.g. Standard conditions for temperature and pressure.
 of low vibration, whose effect is further reduced through phase-averaging of 20 images, there are certainly no interpolation errors present at the level of 1 nm P-V P-V Power Voltage  (peak-to-valley), which should be visible even without a careful Fourier analysis Fourier analysis
n.
The branch of mathematics concerned with the approximation of periodic functions by the Fourier series and with generalizations of such approximations to a wider class of functions.
. A 1 nm P-V error could potentially cause an error as large as 0.01" in the angle measurement, but only if a peak of the interpolation error aligns with one edge of the polygon face and the following trough Trough

The stage of the economy's business cycle that marks the end of a period of declining business activity and the transition to expansion.
 aligns with the second edge. When measurements are averaged over a reasonable period of time, drifts in the optical distance between the polygon face and the PSI will cause the periodic errors to average out. Similarly, a y-axis tilt of the surface by a few fringes will greatly reduce the effect of periodic errors. In light of these considerations it would seem very unlikely that the periodic error would ever exceed 0.01", an upper limit which might be taken as a conservative estimate of the expanded uncertainty (standard uncertainty = 0.005").

Very similar considerations apply to bull's-eye patterns, which are caused by coherent scattering from dust particles or inhomogeneities in optical components that disturb the interferometer wavefront. Particularly bad bull's-eye patterns can perturb the surface shape by as much as 10 nm, and it is essential to clean optics so as to avoid such large errors. As in the case of fringe interpolation errors, bull's eye patterns do not cause serious difficulties unless the peaks and troughs line up well with the edges of the polygon face, and alignment is unlikely to be particularly good because of the curvature curvature

Measure of the rate of change of direction of a curved line or surface at any point. In general, it is the reciprocal of the radius of the circle or sphere of best fit to the curve or surface at that point.
 of the bull's-eye fringes. For worst-case alignments, we can estimate the effect of bull's eye patterns by finding the angular changes when a software mask is shifted across the bull's-eye pattern, where one edge is first aligned with a trough of the bull's-eye pattern and then with a crest crest, in feudal livery, an ornament of the headpiece that afforded protection against a blow. The term is incorrectly used to mean family coat of arms. Crests were widely used in the 13th cent. . In spite of cleaning, we do occasionally see some small bull's-eye patterns overlapping our measurement region, but it is difficult to see any correlations between the analyzed an·a·lyze  
tr.v. an·a·lyzed, an·a·lyz·ing, an·a·lyz·es
1. To examine methodically by separating into parts and studying their interrelations.

2. Chemistry To make a chemical analysis of.

3.
 tilt angle and the placement of a mask relative to the bull's eye fringes. Certainly we see no evidence of effects at the level of 0.004"; we estimate the standard uncertainty as half of that value, 0.002".

7. Quantifying the Combined Effect of Bull's-Eye, Fringe Interpolation, Eccentricity, and Similar Errors

Bull's-eye patterns, fringe interpolation errors, or other errors of high spatial frequency In mathematics, physics, and engineering, spatial frequency is a characteristic of any structure that is periodic across position in space. The spatial frequency is a measure of how often the structure repeats per unit of distance.  are likely to cause trouble only if they fall at specific locations relative to the edge of a surface being measured. The combined effect of these errors can be estimated by viewing a perfectly flat surface, masked A state of being disabled or cut off.  on its sides, and seeing how the apparent surface angle changes when the mask position is moved slightly so as to change the alignment of spurious patterns relative to the edge. Shifting the mask off-center also provides a measure of eccentricity errors combined with these other sources of uncertainty. The mask can be a software mask or, as described previously, it can be a hardware mask so as to include possible diffraction effects.

We use a 20 mm wide mask on a segment of a large flat surface to simulate the measurement of a ploygon face. We repeatedly position different portions of the surface in the center of the field of view, and then look at changes in the measured angle when the mask is shifted [+ or -]1 mm. The angle typically changes by about 0.005". These changes are smaller than what would be expected based on our previous discussion of eccentricity errors, periodic fringe interpolation errors, and bull's-eye patterns, where eccentricity errors alone can account for the observed variations with this relatively large runout. In any case the test provides some support for the conclusion that all of these sources of uncertainty are probably fairly small, not the dominant uncertainty in our measurement.

8. Non-Flat Faces of the Artifacts

For some autocollimators, effects arising from non-flat artifact faces may well be the greatest source of uncertainty in the measurement, but it is not clear how to quantify the error, other than by comparison to another autocollimator which may itself be in error! The situation is somewhat better for a PSI, although we do not have a complete solution to the problem. We can investigate certain imaging aberrations of non-flat surfaces by looking at distortions of a tilted flat surface. Evans [9] similarly evaluated the effect of aberrations by looking at a tilted surface. For the purposes of this paper we can use a simpler, more straightforward method of analysis than used by Evans. Neither method of analysis is rigorously complete, but we believe that we can obtain a reasonable estimate of the magnitude of likely aberration effects as described below.

A flat surface, when tilted, appears non-flat as a consequence of optical aberrations. For our PSI, viewing a 40-mm long region of a flat surface and using a typical zoom setting, the primary effect of distortions is to make the surface appear convex Convex

Curved, as in the shape of the outside of a circle. Usually referring to the price/required yield relationship for option-free bonds.
 or concave Concave

Property that a curve is below a straight line connecting two end points. If the curve falls above the straight line, it is called convex.
 depending on which direction the surface is tilted. Figure 5 shows a cross-sectional view along the x-axis of a flat surface that has been tilted along x at five different angles ranging from -56" to +57". The data has been manipulated in the following manner: (a) best-fit slopes have been subtracted from the data so as to make the distortions (which are small relative to the tilt) visible; (b) small deviations from flatness at zero tilt have been subtracted from the data; (c) the data has been averaged over y so as to reduce noise along x.

The surface slope near the center of the data in Fig. 5 is zero, implying that the slope in the central region is nearly the same as the best-fit slope which has been subtracted. The distorted surface shape seen in Fig. 5 probably provides a good semi-quantitative indication of errors due to optical aberrations, but it does not fully characterize the effect of aberrations because all measurements are made relative to the central region which itself might be distorted. From a strict mathematical standpoint, the on-axis aberrations (both piston and tilt terms) cannot be determined by looking at the apparent shape of a tilted surface. Additional measurements (none of which are easy) would be required to evaluate the on-axis aberrations. If it can be argued that on-axis aberrations are smaller than off-axis aberrations, then our method will provide a reasonable uncertainty estimate. For the moment we will assume that this is the case.

[FIGURE 5 OMITTED]

The PSI is incorrectly measuring surface height and misinterpreting the local surface normal in a manner that varies with the tilt angle and with the position of a surface element within the field of view. Although we normally strive to measure a surface in a non-tilted orientation, an imperfect, non-flat surface will necessarily have local surface elements oriented o·ri·ent  
n.
1. Orient The countries of Asia, especially of eastern Asia.

2.
a. The luster characteristic of a pearl of high quality.

b. A pearl having exceptional luster.

3.
 at an angle, typically spread out over a range on the order of several arcseconds; hence the distortions we see when viewing a tilted flat surface imply that a non-flat surface, nominally un-tilted, will appear distorted because local surface elements are tilted.

We find empirically that the apparent shape of a flat tilted surface is parabolic par·a·bol·ic   also par·a·bol·i·cal
adj.
1. Of or similar to a parable.

2. Of or having the form of a parabola or paraboloid.
, at least for the spatial range and typical set-up used to obtain the data of Fig. 1. (Over a larger area the parabolic fit is not very good.) The surface shape can be described approximately by the equation

[DELTA]z = a[theta][x.sup.2] (1)

where [DELTA]z is the z-error due to distortion (the apparent surface height after removing best-fit tilt) relative to the center, x is the distance along the x-axis from the center of the field of view, expressed in the same units as [DELTA]z, [theta] is the tilt of the surface along the x-direction (in radians), and a is a constant. Our data indicates a [approximately equal to] -8 X [10.sup.-5] [mm.sup.-1]. We have no insight into why [DELTA]z is proportional to [theta][x.sup.2] and we would not particularly expect other PSIs to exhibit similar errors: we simply state that Eq. (1) appears to account for the bulk of the distortion shown in Fig. 5 (although at +15" tilt the agreement is not as good as might be hoped). The equation predicts very small distortions for situations of practical interest. For example, a nominally untilted surface that is concave by 150 nm over a 20 mm length has local surface normals inclined by [+ or -]6" at the edges. According to (1), the extremities ex·trem·i·ty  
n. pl. ex·trem·i·ties
1. The outermost or farthest point or portion.

2. The greatest or utmost degree: the extremity of despair.

3.
a.
 will be distorted by only a very small amount, [DELTA]z = [+ or -]0.24 nm, and hence we expect slope errors would not exceed 0.48 nm over 20 mm, or 0.005". A possibly more precise way of determining the slope error, as described below, gives a somewhat smaller estimate of the error.

We assume that the error in measured z-height relative to the height at the center is a function of only two variables--the local surface tilt along the x-direction and the distance x--and does not depend on any other properties of the surface being measured. (We are ignoring distortions caused by y-tilt, for example.) Equation (1) can then be used to compute the distortions and determine what errors might be expected for various non-flat surfaces. Consider, for example, a curved surface independent of y and of parabolic shape along x. If it is tilted at a small angle of b radians along x, the surface is described in 1-dimension as

z = bx + c[x.sup.2]. (2)

The local slope of the surface is [theta] = b + 2cx and we can find [DELTA]z from Eq. (1). The apparent shape of the tilted, distorted surface is then

z + [DELTA]z = bx + (c + ab)[x.sup.2] + 2ac[x.sup.3]. (3)

Over an interval symmetric No difference in opposing modes. It typically refers to speed. For example, in symmetric operations, it takes the same time to compress and encrypt data as it does to decompress and decrypt it. Contrast with asymmetric.

(mathematics) symmetric - 1.
 about the origin between x = -[x.sub.0] and x = +[x.sub.0], the best-fit slope of this surface is b + (6/5)ac[x.sub.0.sup.2]. Thus the error in the measured tilt angle is (6/5) ac[x.sub.0.sup.2]. A non-tilted concave surface (b = 0, c positive) will be misinterpreted as tilting to one side, while a convex surface (c negative) will be misinterpreted as tilting the opposite direction. For a 20 mm long surface that is 150 nm concave or convex, the expected error is [+ or -]0.003", relatively small but not negligible. This is the order-of-magnitude error that we would expect in our system when measuring polygon faces of typical geometry.

Above we assumed a symmetric surface form for the face of the artifact. It seems surprising that a symmetric surface appears to slope to one side. This is a consequence of the observed functional dependence of [DELTA]z on x and [theta] as given in Eq. (1), which is such that [DELTA]z(x,[theta]) = -[DELTA]z(-x, -[theta]). To estimate errors for surfaces with non-symmetric form errors, we could add terms to Eq. (1) that are quadratic quadratic, mathematical expression of the second degree in one or more unknowns (see polynomial). The general quadratic in one unknown has the form ax2+bx+c, where a, b, and c are constants and x is the variable.  in [theta] and cubic in x. Such terms may well be present; for example, tilted surfaces sometimes appear distorted in a coma-like shape [9], which implies the presence of terms cubic in x, and errors modeled by Selberg [8] scale roughly as [[theta].sup.2] in contrast to the [theta] dependence seen here. These terms might be present in our data at low levels, but the bulk of the observed distortion is accounted for with the [x.sup.2][theta] term of Eq. (1). Therefore it is likely that errors associated with anti-symmetric surface form are significantly smaller than the [+ or -]0.003" error calculated for symmetric form errors. Note that, if we were to scale down the errors observed at large tilt angles (56") assuming proportionality to [[theta].sup.2] rather than [theta], the predicted distortion at the edges of a 20 mm polygon will be very small; the previous estimate of [+ or -]0.24 nm distortions, based on linear scaling, becomes [+ or -]0.03 nm for quadratic scaling. The corresponding slope errors will be entirely negligible. Similarly, if we were to scale down errors seen at large x values assuming scaling as [x.sup.3] rather than [x.sup.2], the predicted distortions at the edges of a 20 mm polygon face would be smaller than predicted above.

A potentially more important limitation of the above method is that looking at a tilted flat surface cannot quantify all possible aberrations, because certain aberrations do not make a tilted flat surface appear non-flat. Of concern are aberrations that cause errors in the z-height that depend on the tilt [theta] and are either independent of x or are linearly proportional to x:

[DELTA]z = [c.sub.1][theta] + [c.sub.2][theta]x + [c.sub.3][[theta].sup.2] + ... (4)

where we have neglected possible higher-order terms such as terms proportional to [[theta].sup.2]x or to [[theta].sup.3]. The terms independent of x are the greatest concern. These terms represent non-zero aberration of the z-height on the optical axis In a lens element, the straight line which passes through the centers of curvature of the lens surfaces. In an optical system, the line formed by the coinciding principal axes of the series of optical elements. . Such an aberration will not cause tilt-dependent changes in the apparent shape of a flat surface and hence cannot be quantified easily. The aberrations change the piston term as a function of [theta], but it is difficult to interpret piston measurements in a meaningful manner. Unfortunately, the aberration will distort the measured shape of a non-flat surface. For example, the [c.sub.1][theta] aberration will appear to shift the tilt angle of a quadratic surface. The distortion is independent of the tilt angle of the surface. This gives us a potential error that can only be estimated by indirect arguments. In general, off-axis imaging errors tend to be larger than errors on-axis, and we might guess that the on-axis errors do not exceed the 0.003" value that we have estimated above. This is a weak argument that might be strengthened by modeling of typical aberrations in a PSI, but unfortunately we are not in a position to carry out this modeling. For now, we guess that on-axis errors produce an uncertainty comparable to our estimate for off-axis errors; adding this in quadrature quadrature, in astronomy, arrangement of two celestial bodies at right angles to each other as viewed from a reference point. If the reference point is the earth and the sun is one of the bodies, a planet is in quadrature when its elongation is 90°.  to the off-axis errors gives a combined standard uncertainty of 0.004" due to aberrations.

Aberration terms proportional to x are somewhat more amenable AMENABLE. Responsible; subject to answer in a court of justice liable to punishment.  to analysis. Consider, for example, the term [c.sub.2][theta]x which gives a slope error at x = 0. Like the [c.sub.1][theta] term, this aberration will not make a flat surface appear non-flat. Even a quadratic surface will still appear quadratic in the presence of this aberration, although the apparent peak-to-valley height will be distorted. A [theta]x error will cause the tilt of a flat or quadratic surface to be measured in error by a constant fraction of the tilt. For our particular application any such error is absorbed into the PSI calibration factor and hence causes no errors in our angle measurements. Distortions proportional to higher powers Higher power is a term used in a 12-step program, such as Alcoholics Anonymous, to describe "a power greater than yourself." Although many participants equate their higher power with God, a belief in God or in formal religion is not mandatory; the higher power is intended as a  of [theta] would affect the linearity when we compare the PSI to the autocollimator. As mentioned previously, we have measured nonlinearities of [+ or -]0.03" for angular ranges [+ or -]60", but if the error scales as [[theta].sup.n] with n [greater than or equal to] 2, then we do not expect these distortions to be significant for typical surfaces, where the local surface tilt [theta] can be expected to be less than 6".

9. Summary of Uncertainties in Small-Angle Measurement

PSI uncertainties are summarized in Table 1. Here we assume that we are measuring a polygon with 20 mm wide faces and measurement conditions are as summarized in the table.

Several of the values in the table are based on fairly crude estimates, but nevertheless the table should provide a reasonably good picture of the sources of uncertainty. Surprisingly, it appears that optical aberrations from non-flat surfaces make only a small contribution to the overall uncertainty. The largest source of uncertainty listed is the combined effect of measurement noise and possible small-scale nonlinearities. It is likely that the bulk of this uncertainty is noise, which could probably be reduced by mounting the PSI closer to the artifact being measured, or by more extensive averaging. The second largest source of uncertainty listed, periodic interpolation errors, is an upper limit that might well overestimate o·ver·es·ti·mate  
tr.v. o·ver·es·ti·mat·ed, o·ver·es·ti·mat·ing, o·ver·es·ti·mates
1. To estimate too highly.

2. To esteem too greatly.
 the actual interpolation errors in our PSI (which are too small to see). This estimate might be reduced with suitable Fourier analysis so as to more carefully quantify interpolation errors. The entry listed for diffraction and edge effects assumes that a correction has been made based on measurements with masks. Otherwise this source of uncertainty would be greater, but the uncertainty could also be reduced by requiring that the artifact faces be more precisely perpendicular to the PSI axis.

For the autocollimator, the largest known uncertainty arises from eccentricity (0.006" standard uncertainty), and there is probably comparable uncertainty due to nonlinearities over a [+ or -]2.5" range. However, the largest potential uncertainty of autocollimator measurements arises from optical aberrations in imaging non-flat artifacts. This uncertainty cannot be evaluated directly, although errors might be estimated by comparison to a PSI as described later. In doing this comparison, a complicating com·pli·cate  
tr. & intr.v. com·pli·cat·ed, com·pli·cat·ing, com·pli·cates
1. To make or become complex or perplexing.

2. To twist or become twisted together.

adj.
1.
 factor is that the autocollimator and PSI do not use the same definition of "angle" for non-flat surfaces. The 0.024" expanded uncertainty given in the table for PSI measurements is only valid assuming that angle is defined as the orientation of a best-fit plane through a surface.

10. Definitions of Angle

The angular orientation of a flat surface is defined by the angle of the surface normal relative to some coordinate axes. For a non-flat surface, there are at least two logical approaches to defining an average angular orientation.

The first approach is to determine the orientation of local normal vectors defined at every point on the surface. This is illustrated in Fig.6. The angles of these vectors relative to the coordinate axes can be averaged over the entire surface to define an average angular orientation [[theta].sub.avg]. Consider a coordinate system as shown in Fig. 6, where the axis of rotation is parallel to the autocollimator y-axis, the autocollimator beam is directed along z, and the surface to be measured nominally lies parallel to the x-y plane, nearly perpendicular to the autocollimator beam. The autocollimator x-angle reading then measures the slope of the surface along the x direction (which increases with rotation about y). The average surface normal projected into the x-z plane makes an angle [[theta].sub.avg] with the z-axis given by

[[THETA].sub.avg] = (1 / A)[integral]dA[[partial derivative partial derivative

In differential calculus, the derivative of a function of several variables with respect to change in just one of its variables. Partial derivatives are useful in analyzing surfaces for maximum and minimum points and give rise to partial differential
]/[[partial derivative].sub.x]][z(x, y)] (5)

where A is the surface area and z(x,y) is the height of the surface at point (x,y). Here we are assuming that the local slope of the surface along the x-direction, d/dx[z(x,y)], is very small so that slope is equal to the angle in radians.

For a continuous surface, the integral of the derivative in the formula above depends only on the total change in z-height across the surface in the x-direction, and thus depends only on the surface height at the boundaries with no explicit dependence on the interior of the surface. For example, if the surface is rectangular rec·tan·gu·lar  
adj.
1. Having the shape of a rectangle.

2. Having one or more right angles.

3. Designating a geometric coordinate system with mutually perpendicular axes.
 in shape, the formula can be simplified as

[[THETA].sub.avg] = ([bar.z.sub.2] - [bar.z.sub.1])/([x.sub.2] - [x.sub.1]) (6)

where [bar.z.sub.2] and [bar.z.sub.1] are average surface heights at the two edges of the surface located at x = [x.sub.2] and x = [x.sub.1]. (See Appendix A.) This definition of angle has the advantage that it is intuitive, and it can be expected to correspond to what is measured by some commercial autocollimators such as the one we used in this study, which ideally detect the centroid centroid

In geometry, the centre of mass of a two-dimensional figure or three-dimensional solid. Thus the centroid of a two-dimensional figure represents the point at which it could be balanced if it were cut out of, for example, sheet metal.
 of the image formed in the autocollimator focal plane The plane, perpendicular to the optical axis of the lens, in which images of points in the object field of the lens are focused.  by light reflected from a surface. To be more precise, the instrument finds the average position of the light striking a l-dimensional CCD CCD
 in full charge-coupled device

Semiconductor device in which the individual semiconductor components are connected so that the electrical charge at the output of one device provides the input to the next device.
 array, where the averaging is weighted by the intensity at each pixel. When the reflecting surface is not perfectly flat, the image will be spread out in the focal plane in a manner dependent on the variations in angle over the non-flat surface. Finding the centroid should be functionally equivalent to the integral of Eq. (5), assuming that the surface has uniform reflectivity re·flec·tiv·i·ty  
n. pl. re·flec·tiv·i·ties
1. The quality of being reflective.

2. The ability to reflect.

3.
 so that the power of the signal reflected from a small area element dA of the surface is proportional to the size of dA.

[FIGURE 6 OMITTED]

The definition has the disadvantage that it depends explicitly only on the boundary of the artifact--not on the interior of the surface--and consequently it is rather sensitive to how the boundaries of the surface are operationally defined. There are no standards providing guidance as to what this definition should be. An autocollimator with a larger angular range will detect more of a rounded edge than an autocollimator with a smaller range and hence might give a different (but equally valid) answer for the average angle. Sensitivity to rounded edges of an artifact could, at least in principle, explain why different autocollimators measure the angle between two surfaces differently. In addition, rounded edge geometries can cause angular rotations of certain artifacts to be measured incorrectly; the measured rotation will not be equal to the physical rotation if parts of the edge rotate into or out of the range of the autocollimator. This effect might possibly provide an explanation of reported [15] cases where measured angular rotations are artifact-dependent. In practice we have not seen any direct evidence that edge geometry is a significant concern, but there is a possibility that this accounts for some problems with autocollimator measurements. The potential problems associated with the edges can always be avoided, if necessary, by masking mask·ing
n.
1. The concealment or the screening of one sensory process or sensation by another.

2. An opaque covering used to camouflage the metal parts of a prosthesis.
 the edges in a well-defined manner, as is done with some commercial polygons.

An alternate definition of the average surface angle is much less sensitive to edge effects. A normal vector to a best-fit plane through the surface specifies the average surface angle in a plausible manner. This would be a natural method of measuring the direction of a surface if the measurement were carried out with a coordinate measuring machine rather than an autocollimator. Furthermore, it is the most robust and convenient way of specifying angle when the measurement is carried out using a commercial Fizeau PSI.

This second definition of angle is clearly not the same as the first. This is perhaps most easily seen by considering a surface that bends down at one edge, as might occur if imperfect lapping caused an edge to roll off. Figure 7 shows the surface viewed side-on so that it appears as a bent line. The solid line is the surface, the dotted line and associated normal vector are for a best-fit plane, and the dashed normal vector shows the direction as defined by the average angle formulation formulation /for·mu·la·tion/ (for?mu-la´shun) the act or product of formulating.

American Law Institute Formulation
 of Eq. (5). One can see from the picture that the slope of the best-fit plane is much less affected by the downward-bending edge than is the average angle. As a quantitative example, suppose that the surface is 20 mm long and the beveled bev·el  
n.
1. The angle or inclination of a line or surface that meets another at any angle but 90°.

2. Two rules joined together as adjustable arms used to measure or draw angles of any size or to fix a surface at an angle.
 edge falls off at an angle of 100" over a 20 [micro]m region at the edge. The beveled edge will then shift the average angle by 0.1" while the angle of the best-fit plane is shifted by only 0.0003".

As a second example, consider a surface with coma coma, in medicine
coma, in medicine, deep state of unconsciousness from which a person cannot be aroused even by painful stimuli. The patient cannot speak and does not respond to command.
. If the surface is circular, with a shape over the unit circle given by the Zernike polynomial polynomial, mathematical expression which is a finite sum, each term being a constant times a product of one or more variables raised to powers. With only one variable the general form of a polynomial is a0xn+a  for coma along the x-axis [that is, (3[[rho].sup.3]-2[rho])sin([theta]) in spherical coordinates spherical coordinate
n.
Any of a set of coordinates in a three-dimensional system for locating points in space by means of a radius vector and two angles measured from the center of a sphere with respect to two arbitrary, fixed, perpendicular
, as given by Malacara (10)], then the best-fit plane has zero tilt whereas the average slope along the x-axis is 1. Only Zernike polynomials In mathematics, the Zernike polynomials are a sequence of polynomials that are orthogonal on the unit disk. Named after Frits Zernike, they play an important role in geometrical optics. Definitions
There are even and odd Zernike polynomials.
 with angular dependence sin([theta]) have non-zero average slope along the x-axis (see Appendix A). For Zernike polynomials of order less than 5, the average slope along x is non-zero for two polynomials, the coma term (as just described) and the tilt term [rho]sin([theta]). The [rho]sin([theta]) polynomial describes a flat plane tilted by an angle [theta] along the x-direction (that is, rotated about the y-axis); this is the only Zernike for which the best-fit plane is tilted, and for this surface the two definitions of angle are in agreement.

[FIGURE 7 OMITTED]

Thus we might expect that the two definitions of angle will not agree for surfaces with large coma along the axis of interest. If coma is measured with a PSI, an unusually large value should alert us that the angle measurements for this surface will be somewhat problematic because of the ambiguity Ambiguity
Delphic oracle

ultimate authority in ancient Greece; often speaks in ambiguous terms. [Gk. Hist.: Leach, 305]

Iseult’s vow

pledge to husband has double meaning. [Arth.
 in angle definition.

11. Comparison of Autocollimator and PSI

We have used our two measurement systems to measure angle intervals on two polygons and seven angle blocks, and we find that the maximum disagreement between the systems for these measurements is [+ or -]0.03". This is better agreement than we would have expected based on the arguments presented above. Peak-to-valley form errors of these surfaces range from about 40 nm to 150 nm.

Similar comparisons by Probst and his co-workers have usually shown greater differences between autocollimator and PSI measurements [3-5]. In one study [5] Probst does see good agreement--at the level of 0.02"--for surfaces with flatness error under 6 nm RMS (1) (Record Management Services) A file management system used in VAXs.

(2) (Root Mean Square) A method used to measure electrical output in volts and watts.

1. RMS - Record Management Services.
2.
 (root-mean-square). (Note: all of Probst's form measurements are made relative to an average form determined from all the faces.) However, he observes that the disagreement increases to 0.07" for 12 nm RMS flatness errors. Even larger disagreements were observed in another Probst study [4], which concludes that, even with relatively small form errors [less than or equal to] 5 nm RMS, disagreements are guaranteed only to be less than 0.2". In a third study [3] (a summary of an international comparison), measurements were reported for a seven-sided polygon with good geometry (form errors of about 20 nm to 40 nm P-V, 4 nm to 7 nm RMS). Differences between the autocollimator and a PSI were as large as 0.07". A 24-sided polygon, with face flatness errors as large as 260 nm P-V (33 nm RMS) shows differences as large as 0.3".

The comparison of the PSI to the autocollimator in which we have the greatest confidence was done by measuring the angle between pairs of opposing faces of a six-sided polygon. Both instruments simultaneously measured opposite faces so as to minimize influences of index table non-repeatability. These measurements showed very good agreement of the two instruments--to better than 0.02"--even though the polygon faces are not particularly good, with form errors of about 100 nm P-V (18 nm RMS). It should be noted, however, that these form errors somewhat overstate the potential problem for several reasons: (1) all faces are somewhat concave, so the form errors tend to be "common mode"; (2) form errors of our polygon are more pronounced in the y direction than in the x direction and it seems plausible that non-flatness along y has less effect on the measurements; under such circumstances CIRCUMSTANCES, evidence. The particulars which accompany a fact.
     2. The facts proved are either possible or impossible, ordinary and probable, or extraordinary and improbable, recent or ancient; they may have happened near us, or afar off; they are public or
 the peak-to-valley or RMS error might be misleadingly large; (3) finally, coma along the x-direction is small and tends to be similar for all the faces, so we do not expect to see large effects due to definition of the angle.

Nevertheless, based on Probst's results we might still expect to see differences somewhere in the range of 0.07" to 0.2". One possible explanation of the very small errors that we observe is that we happen to have a particularly good autocollimator (perhaps even better than other autocollimators of the same model) with small aberrations. A second possibility is that the total number of artifacts we have looked at is fairly small and may not be a statistically representative sample. Although Probst's work shows that there is some correlation between surface form and the observed disagreements, the correlation is not so strong as to preclude pre·clude  
tr.v. pre·clud·ed, pre·clud·ing, pre·cludes
1. To make impossible, as by action taken in advance; prevent. See Synonyms at prevent.

2.
 the possibility that artifacts of modest quality might happen to give very small errors.

Neither Probst's work nor the work reported here shows any direct evidence indicating problems associated with angle definition. The small differences we have observed might be attributed to sources other than angle definition. We would like to measure some artifacts with significant coma errors to see if the expected difference between the two instruments is observed, but thus far we have not been successful. Unfortunately, our autocollimator is simply not capable of measuring our only polygon which has large coma errors; it will not return a reading when measuring this particularly poor artifact.

12. Conclusion

We conclude that PSI errors are small and are quantifiable Quantifiable
Can be expressed as a number. The results of quantifiable psychological tests can be translated into numerical values, or scores.

Mentioned in: Psychological Tests
, although more work is needed to better understand aberrations that cannot be detected by viewing a tilted surface. We estimate that our PSI, when adjusted carefully and used only for measurements of angles less than 2.5", has an expanded uncertainty of 0.024" when measuring a polygon with 20 mm faces and typical geometric errors. The corresponding uncertainty for autocollimators is usually much larger, at least when measuring artifacts of poor geometry. In reference [3], summarizing an international comparison of angle measurements, the authors conclude that it is difficult or impossible to quantify these errors in autocollimators, but the authors also give a formula suggesting that, as a rule of thumb, the uncertainty due to flatness errors increases as a linear function of the RMS form error, reaching 0.32" for surfaces with 20 nm RMS error. If PSI measurements can be verified even at the modest level of 0.03", this represents an order of magnitude improvement over autocollimator measurements of artifacts with 20 nm RMS errors in surface form.

Surprisingly, our particular autocollimator seems to have much smaller uncertainty, as evidenced by the good agreement between results obtained with our two instruments. We must emphasize that this result is applicable only to our particular autocollimator and that evidence from previous studies shows that much larger errors might be expected with other autocollimators.

From a theoretical standpoint it would appear that there is a real danger that significant uncertainty can arise due to imprecise im·pre·cise  
adj.
Not precise.



impre·cisely adv.
 definition of angle. Seemingly seem·ing  
adj.
Apparent; ostensible.

n.
Outward appearance; semblance.



seeming·ly adv.
 plausible surface geometry can lead to situations where the two definitions of angle differ by as much as a few tenths of an arcsecond. In spite of this concern, we see no direct evidence that problems of definition are a practical problem, leaving us in a quandary. There is no experimental evidence supporting the idea that it is necessary to carefully specify angle definition (i.e., a normal to the best-fit plane or average orientation derived from a surface integral), but there is no guarantee that problems will not arise when measuring arbitrary artifacts. If we do not carefully define "angle", how can we confidently state that uncertainties below 0.2" have been achieved, even if we are using a perfect, ideal instrument for angle measurement? A very modest P-V error of 20 nm can in principle cause a 0.2" ambiguity due to definition. A number of National Measurement Institutes (including NIST) claim uncertainties less than 0.2" for angle measurement, at least when measuring artifacts of good geometry, but it would seem desirable to carefully specify the definition of angle in order to support these claims with confidence. At a minimum, issues of definition can be avoided only if it is checked that the artifact faces do not have large coma. For the present, until we gain more experience, we feel fully confident of our lowest uncertainty claims only when we measure an artifact using both of our instruments. When the two instruments, operating under entirely different principles and using different definitions of angle, agree to better than 0.03", we can confidently claim a correspondingly low measurement uncertainty.

13. Appendix A. Some Mathematical Details

13.1 Generating Arbitrary Angles

It may not be quite obvious that the average angle generated with our random partial closure technique is indeed known. The reasoning behind this statement is based on closure.

Our AAMACS system can generate n = 379 080 000 possible angles. Closure guarantees that the sum of the least-increment angular moves [DELTA][[phi].sub.i] in going around the full circle is 2[pi] rad:

[n.summation summation n. the final argument of an attorney at the close of a trial in which he/she attempts to convince the judge and/or jury of the virtues of the client's case. (See: closing argument)  over (i=1)][DELTA][[phi].sub.i] = 2[pi]. (A1)

Consequently the average least increment To add a number to another number. Incrementing a counter means adding 1 to its current value.  [bar.[DELTA][phi]], the sum of all [DELTA][[phi].sub.i] divided by the total number of steps going around the circle, is known exactly ([bar.[DELTA][phi]] = 2[pi] / n). When we generate some arbitrary angle [theta], it can be thought of as being made up of a known number m of least increments. Since the average value of the least increment is known exactly, the expectation value of the sum of a subset A group of commands or functions that do not include all the capabilities of the original specification. Software or hardware components designed for the subset will also work with the original.  of the least increments is also known exactly; [bar.[theta]] = m[bar.[DELTA][phi]]. Given random starting positions for generating [theta], the intervals [DELTA][[phi].sub.i] are sampled uniformly, and the angle [theta] generated cannot on average be too large or too small. When the angle is generated repeatedly at random starting positions, the average angle generated must approach the known expectation value m[bar.[DELTA][phi]].

13.2 Average Angle

In this paper we have defined average angle as

[[THETA].sub.avg] = (1 / A)[[integral]dA[partial derivative]/[[partial derivative].sub.x]][z(x, y)] (A2)

where the surface is defined by its height z(x,y) above the x-y plane. We assume that the surface is continuous, which operationally means that all surface elements have a small enough slope that they are within the field of view of the instrument; this might not be true for a scratched surface. Suppose that the surface is bounded in the y-direction between y = [y.sub.max] and y = [y.sub.min], with height h = [y.sub.max]-[y.sub.min]. (See Fig. A1.) Consider only surfaces which are convex in the sense that any horizontal line (Descriptive Geometry & Drawing) a constructive line, either drawn or imagined, which passes through the point of sight, and is the chief line in the projection upon which all verticals are fixed, and upon which all vanishing points are found.

See also: Horizontal
 located between [y.sub.max] and [y.sub.min] intersects the boundary of the surface at exactly two points, ([x.sub.1],y) on the left and ([x.sub.2],y) on the right, where [x.sub.1] and [x.sub.2] are functions of y. Then (A2) can be rewritten as

[[THETA].sub.avg] = (1 / A)[[integral].sub.[y.sub.min].sup.[y.sub.max]]dy[[integral].sub.[x.sub.1].sup.[x.sub.2]]dx[[partial derivative]/[partial derivative]x][z(x, y)] = 1 / A)[[integral].sub.[y.sub.min].sup.[y.sub.max]]dy[z([x.sub.2],y) - z([x.sub.1], y)] = (h / A)[[bar.z.sub.2] - [bar.z.sub.1]] (A3)

where [bar.z.sub.2] and [bar.z.sub.1] are the surface heights averaged along the two edges connecting [y.sub.max] and [y.sub.min].

[bar.z.sub.i] = (1 / h)[[integral].sub.[y.sub.min].sup.[y.sub.max]] dy z([x.sub.1], y). (A4)

Equation (6) in Sec. 10 is a special case of Eq. (A3).

Consider the real Zernike polynomials [U.sub.n,m] as defined by Malacara on the unit circle [10]. These polynomials are even or odd functions of x, and it should be clear from Eq. (A3) that [[theta].sub.avg] is zero for the even functions. In polar coordinates 1. Coordinates derived from the distance and angular measurements from a fixed point (pole).
2. In artillery and naval gunfire support, the direction, distance, and vertical correction from the observer/spotter position to the target.
, with [theta] (as defined by Malacara) the angle to the y-axis so that x = [rho]sin([theta]), the odd Zernike functions evaluated on the boundary are of the form csin(m[theta]) with m > 0 and c a constant; c = 1 for the usual normalization In relational database management, a process that breaks down data into record groups for efficient processing. There are six stages. By the third stage (third normal form), data are identified only by the key field in their record. . Now (A3) and (A4) give

[MATHEMATICAL EXPRESSION A group of characters or symbols representing a quantity or an operation. See arithmetic expression.  NOT REPRODUCIBLE re·pro·duce  
v. re·pro·duced, re·pro·duc·ing, re·pro·duc·es

v.tr.
1. To produce a counterpart, image, or copy of.

2. Biology To generate (offspring) by sexual or asexual means.
 IN ASCII ASCII or American Standard Code for Information Interchange, a set of codes used to represent letters, numbers, a few symbols, and control characters. Originally designed for teletype operations, it has found wide application in computers. ] (A5)

where the first integral above is written with the Zernike in polar coordinates but the y-integration in Cartesian coordinates Cartesian coordinates (kärtē`zhən) [for René Descartes], system for representing the relative positions of points in a plane or in space. , and all is converted to polar coordinates in the next step. Equation (A5) shows that only those Zernike polynomials with angular dependence sin([theta]) have non-zero [[theta].sub.avg]. Strictly speaking Adv. 1. strictly speaking - in actual fact; "properly speaking, they are not husband and wife"
properly speaking, to be precise
, we should say that [[theta].sub.avg] as used here is the average slope--the average tangent tangent, in mathematics.

1 In geometry, the tangent to a circle or sphere is a straight line that intersects the circle or sphere in one and only one point.
 of the angle--since it is not true here that the the angle is small as was previously assumed.

13.3 The Best-Fit Plane

If the shape of a surface is expanded in terms of Zernike polynomials, the coefficient coefficient /co·ef·fi·cient/ (ko?ah-fish´int)
1. an expression of the change or effect produced by variation in certain factors, or of the ratio between two different quantities.

2.
 of the first-order term [U.sub.1,1] is the slope along x of the best-fit plane. [Note: [U.sub.1,1] = x = [rho]sin([theta]).] All other Zernike polynomials have zero slope along the x-axis. This is easily demonstrated going back to first principles. The best-fit plane can be described by a function

z(x, y) = ax + by + c

where we require that, for a set of measured points ([x.sub.i], [y.sub.i], [z.sub.i]), the sum of the residuals squared is minimized, so that partial derivatives with respect to a, b, and c vanish. In particular,

[[partial derivative]/[partial derivative]a][summation over (i)][z([x.sub.i],[y.sub.i]) - [z.sub.i]][.sup.2] =0 [right arrow] [summation over (i)][(a[x.sub.i] + b[y.sub.i] + c - [z.sub.i])[x.sub.i]] = 0. (A6)

Writing the analogous integral for a continuous function,

[[integral].[unit circle]] (a[x.sup.2] + bxy + cx - zx)dA = 0 (A7)

where dA is a differential area (dA = dxdy) and z is the surface height as a function of x and y: z = z(x,y). The cx term integrated over x gives 0 because it is an odd function, and similarly the bxy term vanishes when integrated over x or y. Thus, the best-fit slope along x is

[MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII]. (A8)

The last step follows from the orthogonality orthogonality

In mathematics, a property synonymous with perpendicularity when applied to vectors but applicable more generally to functions. Two elements of an inner product space are orthogonal when their inner product—for vectors, the dot product (see
 of the Zernike polynomials.

[FIGURE A1 OMITTED]
Table 1. Sources of uncertainty in PSI angle measurements

Source of uncertainty         Conditions                Standard
                                                        uncertainty
                                                        (arcsecond)

Scale error                   Range <[+ or -]2.5"       0.0025
Small-scale nonlinearity      Range <[+ or -]2.5"       0.007
and measurement noise
Pyramid error                 Pyramid angle < 15"       0.003
Eccentricity                  Runout < 0.2 mm           0.004
Diffraction and edge effects  x tilt <2.5", good focus  0.004
Periodic interpolation error  20 phase averages         0.005
Bull's-eye patterns           Moderately clean optics   0.002
Aberrations when viewing      <150 nm P-V form error    0.004
non-flat faces                of faces
                     Combined standard uncertainty      0.012
                     Expanded uncertainty               0.024 (k = 2)


Accepted: April 29, 2004

Available online: http://www.nist.gov/jres

14. References

[1] W. T. Estler and Y. H. Queen, An Advanced Angle Metrology System, Ann. CIRP CIRP Cooperative Institutional Research Program
CIRP Circumcision Information and Resource Pages
CIRP Center for Injury Research and Policy
CIRP Coastal Inlets Research Program
CIRP College International pour la Recherche en Productique (French) 
 42, 573-576 (1993).

[2] W. T. Estler, Y. H. Queen, and D. Gilsinn. Advanced Angle Metrology at the National Institute of Standards and Technology, Proc. 6th Annual ASPE ASPE Assistant Secretary for Planning and Evaluation (US Department of Health and Human Services)
ASPE American Society of Plumbing Engineers
ASPE American Society for Precision Engineering
ASPE Association of Standardized Patient Educators
 (1991) pp. 21-24.

[3] R. Probst and R. Wittekoph, Angle calibration on precision polygons, Final Report of EUROMET Project #371, report PTB-F-43 (Physikalisch-Technische Bundesanstalt The Physikalisch-Technische Bundesanstalt (PTB) is based in Braunschweig and Berlin. It is the national institute for natural and engineering sciences and the highest technical authority for metrology and physical safety engineering in Germany. , Braunschweig, Germany) (2001).

[4] R. Probst, Measurement of Angle and Flatness Deviations of Polygon Prism Faces Using a Phase-Shifting Interferometer, VDI (1) (Video Device Interface) An Intel standard for speeding up full-motion video performance. See DCI.

(2) (Virtual Device Interface) An ANSI standard format for creating device drivers. VDI has been incorporated into CGI.
 Berichte NR. 118, 173-178 (1994).

[5] R. Probst and H. Kunzmann, Messung von Winkel-und Formabweichungen an Spiegelpolygonflachen mit einem Phaseninterferometer, PTB PTB Physikalisch Technische Bundesanstalt (Germany)
PTB Partido Trabalhista Brasileiro (Brazilian Labor Party)
PTB Phosphotyrosine-Binding
PTB Powers That Be
PTB Power Tab
 Mitteilungen 103, 43-50 (1993).

[6] O. A. Kruger, Performance evaluation Performance evaluation

The assessment of a manager's results, which involves, first, determining whether the money manager added value by outperforming the established benchmark (performance measurement) and, second, determining how the money manager achieved the calculated return
 of a phase shifting interferometer compared to an autocollimator in the measurement of angle, 2001 International Dimensional Workshop; Knoxville, TN (2001)

[7] J. Schwider, R. Burow, K. E. Elssner, J. Grzanna, R. Spolaczyk, and K. Merkel, Digital wave-front measuring interferometry: some systematic error sources, Appl. Opt. 22, 3421-3432 (1983).

[8] L. A. Selberg, Interferometer accuracy and precision, SPIE SPIE International Society for Optical Engineering
SPIE Society of Photo-Optical Instrumentation Engineers
SPIE Source Path Isolation Engine
SPIE Special Purpose Insertion Extraction
SPIE Software Process Improvement Experimentation
SPIE Standard Protocols in Effect
 749, 8-18 (1987).

[9] C. J. Evans, Compensation for Errors Introduced by Nonzero non·ze·ro  
adj.
Not equal to zero.



nonzero  

Not equal to zero.
 Fringe Densities in Phase-Measuring Interferometers, Ann. CIRP 42, 577-581 (1993).

[10] D. Malacara, Optical Shop Testing, 2nd Ed., Wiley (1992).

[11] R. E. Parks, C. J. Evans, P. J. Sullivan, L-Z Shao, and B. Loucks, Measurement of the LIGO LIGO Laser Interferometer Gravitational-Wave Observatory (CIT & MIT)
LIGO Long Island Geocaching Organization (Bellport, New York) 
 Pathfinder pathfinder /path·find·er/ (path´find?er)
1. an instrument for locating urethral strictures.

2. a dental instrument for tracing the course of root canals.


path·find·er
n.
 Optics, SPIE 3134, 95-111 (1997).

[12] J. A. Stone, M. Amer, B. Faust, and J. Zimmerman, Angle metrology using AAMACS and two small-angle measurement systems, in Recent Developments in Traceable Measurements II, Proc. SPIE 5190, J. Decker and N. Brown, eds. SPIE, Bellingham WA (2003) pp. 146-156.

[13] Y. H. Queen, Tilt Effects in Optical Angle Measurements, J. Res. Natl. Inst. Stand. Technol 99, 593-603 (1994).

[14] L. L. Deck and P. J. de Groot, Punctuated quadrature phase-shifting interferometry, Opt. Lett. 23, 19-21 (1998).

[15] O. A. Kruger, Methods for determining the effect of flatness deviations, eccentricity, and pyramidal pyramidal /py·ram·i·dal/ (pi-ram´i-d'l)
1. shaped like a pyramid.

2. pertaining to the pyramidal tract.
 error on angle measurements, Metrologia 37, 101-105, 2000.

Jack A. Stone, Mohamed Amer (1), Bryon Faust, and Jay Zimmerman

National Institute of Standards and Technology, Gaithersburg, MD 20899-0001

jack.stone@nist.gov

(1) Permanent address: National Institute for Standards, Giza, Egypt.

About the authors: Jack Stone, Bryon Faust, and Jay Zimmerman work in the Engineering Metrology Group, Precision Engineering Division, of the NIST Manufacturing Engineering Manufacturing engineering

Engineering activities involved in the creation and operation of the technical and economic processes that convert raw materials, energy, and purchased items into components for sale to other manufacturers or into end products for
 Laboratory. Mohamed Amer. of the National Institute for Standards (Egypt), worked on this project while he was a guest researcher at NIST. The National Institute of Standards and Technology is an agency of the Technology Administration, U.S. Department of Commerce.
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