Method and apparatus for locally deforming an optical element for photolithography
09606444 ยท 2017-03-28
Assignee
Inventors
Cpc classification
G03F7/70191
PHYSICS
B82Y10/00
PERFORMING OPERATIONS; TRANSPORTING
B82Y40/00
PERFORMING OPERATIONS; TRANSPORTING
International classification
G03B27/68
PHYSICS
B82Y40/00
PERFORMING OPERATIONS; TRANSPORTING
B82Y10/00
PERFORMING OPERATIONS; TRANSPORTING
Abstract
The invention relates to a method for locally deforming an optical element for photolithography in accordance with a predefined deformation form comprising: (a) generating at least one laser pulse having at least one laser beam parameter; and (b) directing the at least one laser pulse onto the optical element, wherein the at least one laser beam parameter of the laser pulse is selected to yield the predefined deformation form.
Claims
1. A method for locally deforming an optical element for photolithography in accordance with a predefined deformation form, the method comprising: generating at least one laser pulse having at least one laser beam parameter, wherein the at least one laser beam parameter comprises a polarization of the at least one laser pulse; selecting the polarization of the at least one laser pulse to have a first polarization that is selected from a plurality of polarizations, each of the plurality of polarizations being associated with a predefined deformation form of the optical element; and directing the at least one laser pulse onto the optical element to locally deform the optical element in accordance with the predefined deformation form associated with the first polarization.
2. The method of claim 1, wherein the first polarization comprises a linear polarization, and wherein the predefined deformation form is essentially parallel to the linear polarization of the at least one laser pulse.
3. The method of claim 1, wherein the first polarization comprises an elliptical polarization, and wherein a predefined elliptical deformation form is essentially aligned to the at least one elliptically polarized laser pulse.
4. The method of claim 1, wherein the first polarization comprises a circular polarization, and wherein the predefined deformation form is an essentially circular deformation form of the optical element.
5. The method of claim 1, wherein a wave plate generates the first polarization of the at least one laser pulse.
6. The method of claim 1, wherein the at least one laser beam parameter comprises an astigmatism of the at least one laser pulse.
7. The method of claim 6, wherein at least one cylindrical lens generates the astigmatism of the at least one laser pulse.
8. The method of claim 1, wherein the at least one laser beam parameter comprises a beam shape of the at least one laser pulse.
9. The method of claim 8, wherein at least one aperture generates the beam shape for the at least one laser pulse.
10. The method of claim 9, wherein the at least one aperture comprises a slit-like aperture with an adjustable width and/or wherein the aperture is rotatable around a beam direction of the at least one laser pulse.
11. The method of claim 8, wherein a prism combination generates the beam shape of the at least one laser pulse.
12. The method of claim 11, wherein the prism combination comprises at least two prisms rotatable around a beam direction of the at least one laser pulse, and wherein a first prism is adjustable with respect to an input beam and/or a second prism is adjustable with respect to an output beam.
13. The method according to claim 1, wherein the optical element comprises a photolithographic mask, a mirror, and/or a template for a nanoimprint lithography.
14. The method according to claim 13, wherein the photolithographic mask comprises a transmissive photolithographic mask having a substrate and an absorbing structure or a reflective photolithographic mask having a substrate, a multilayer structure and an absorbing structure, and wherein the mirror comprises a substrate and a multilayer structure.
15. An apparatus for locally deforming an optical element for photolithography in accordance with a predefined deformation form, comprising: a. a light source for generating at least one laser pulse; b. an optical component for selecting at least one laser beam parameter of the at least one laser pulse, wherein the at least one laser beam parameter comprises a polarisation of the at least one laser pulse, in which the optical component selects the polarization of the at least one laser pulse to have a first polarization that is selected from a plurality of polarizations, each of the plurality of polarizations being associated with a predefined deformation form of the optical element; and c. an objective for directing the at least one laser pulse onto the optical element to locally deform the optical element in accordance with the predefined deformation form associated with the first polarization.
16. The apparatus of claim 15, wherein the apparatus is further adapted to perform: generating the at least one laser pulse having the at least one laser beam parameter, wherein the at least one laser beam parameter comprises a polarization of the at least one laser pulse, and a direction of the predetermined deformation form is adjusted by the at least one laser pulse; and directing the at least one laser pulse onto the optical element, wherein the at least one laser beam parameter of the laser pulse is selected to yield the predefined deformation form.
17. The method of claim 1 in which generating at least one laser pulse having at least one laser beam parameter comprises generating a first series of at least one laser pulse having the first polarization, the method further comprising: generating a second series of at least one laser pulse having a second polarization selected from the plurality of polarizations; and directing the second series of at least one laser pulse onto the optical element to locally deform the optical element in accordance with the predefined deformation form associated with the second polarization.
18. The apparatus of claim 15 in which the light source is configured to generate a second series of at least one laser pulse, the optical component is configured to select the polarization of the second series of at least one laser pulse to have a second polarization different from the first polarization, and the objective is configured to direct the second series of at least one laser pulse onto the optical element to locally deform the optical element in accordance with the predefined deformation form associated with the second polarization.
19. A method for locally deforming an optical element for photolithography in accordance with a predefined deformation form, the method comprising: generating at least one laser pulse having at least one laser beam parameter, wherein the at least one laser beam parameter comprises an astigmatism of the at least one laser pulse; selecting the astigmatism of the at least one laser pulse to have a first type of astigmatism that is selected from a plurality of types of astigmatism, each of the plurality types of astigmatism being associated with a predefined deformation form of the optical element; and directing the at least one laser pulse onto the optical element to locally deform the optical element in accordance with the predefined deformation form associated with the first type of astigmatism.
20. The method of claim 19 in which generating at least one laser pulse having at least one laser beam parameter comprises generating a first series of at least one laser pulse having the first type of astigmatism, the method further comprising: generating a second series of at least one laser pulse having a second type of astigmatism selected from the plurality of types of astigmatism; and directing the second series of at least one laser pulse onto the optical element to locally deform the optical element in accordance with the predefined deformation form associated with the second type of astigmatism.
21. A method for locally deforming an optical element for photolithography in accordance with a predefined deformation form, the method comprising: generating at least one laser pulse having at least one laser beam parameter, wherein the at least one laser beam parameter comprises a beam shape of the at least one laser pulse; selecting the beam shape of the at least one laser pulse to have a first astigmatism that is selected from a plurality of beam shapes, each of the plurality of beam shapes being associated with a predefined deformation form of the optical element; and directing the at least one laser pulse onto the optical element to locally deform the optical element in accordance with the predefined deformation form associated with the first beam shape.
22. The method of claim 21 in which generating at least one laser pulse having at least one laser beam parameter comprises generating a first series of at least one laser pulse having the first beam shape, the method further comprising: generating a second series of at least one laser pulse having a second beam shape selected from the plurality of beam shapes; and directing the second series of at least one laser pulse onto the optical element to locally deform the optical element in accordance with the predefined deformation form associated with the second beam shape.
Description
4. DESCRIPTION OF THE DRAWINGS
(1) In order to better understand the present invention and to appreciate its practical applications, the following figures are provided and referenced hereafter. It should be noted that the figures are given as examples only and in no way limit the scope of the invention.
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5. DETAILED DESCRIPTION OF PREFERRED EMBODIMENTS
(43) This part of the specification is organized as follows: It begins with the introduction of an embodiment of an apparatus used for locally deforming the optical element and then introduces the term mode signature (laser system and mode signature). In the second part entitled Control of beam polarization and/or beam shaping a method is then applied in order to control the deformation locally induced in the optical element, i.e. the mode signature. A third part entitled Pixel interaction discusses a pixel dubbing process in order to control the mode signature of a pixel by resulting from the introduction of at least two closely spaced laser pulses. The specification ends with a short summary.
5.1 Laser System and Mode Signature
(44) In the following, the present invention will be more fully described hereinafter with reference to the accompanying figures, in which exemplary embodiments of the invention are illustrated. However, the present invention may be embodied in different forms and should not be construed as limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and will convey the scope of the invention to persons skilled in the art.
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(47) The multi-layer mirror system 205 comprises in the example presented in
(48) The photolithographic mask 200 has on the multi-layer system 205, a capping layer 230 of silicon, a buffer structure 235 and an absorbing structure 240 as pattern elements. Possible materials for a buffer layer 235 are for example fused silica (SiO.sub.2), silicion oxygen nitride (SiON), ruthenium (Ru), chromium (Cr), titanium nitride (TiN) and/or tantalum nadir (TaN).
(49) Additionally, an anti-reflective (AR) coating 245 may be applied on the absorbing structure 240 to secure that essentially no EUV photons are reflected. An AR layer 245 can for example comprise tantalum oxynitrid (TaON). EUV photons 250 which incident on the absorbing structure are essentially absorbed, whereas the majority of the EUV photons 250 striking on the capping layer 230 arranged on the multi-layer mirror system 205 are reflected as photons 255.
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(52) The apparatus 400 includes a pulse laser source 430 which produces a beam or a light beam 435 of pulses or laser pulses. The laser source 430 generates light pulses or laser pulses of a variable duration. The pulse duration may be as low as 10 fs but may also be continuously increased up to 100 ps. The pulse energy of the light pulses generated by the pulsed laser source 430 can also be adjusted across a huge range reaching from 0.01 J per pulse up to 10 mJ per pulse. Further, the repetition rate of the laser pulses comprises the range from 1 Hz to 100 MHz. In a preferred embodiment the light pulses may be generated by a Ti:Sapphire laser operating at a wavelength of 800 nm. However, the methods described in the following are not limited to this laser type, principally all laser types may be used having a photon energy which is smaller than the band gap to the substrate of the photolithographic mask 410 and which are able to generate pulses with durations in the femtosecond range. Therefore, for example Nd-YAG laser or dye laser systems may also be applied.
(53) The apparatus 400 may also comprise more than one pulse laser sources 430 (not shown in
(54) The following table represents an overview of laser beam parameters of a frequency-doubled Nd-YAG laser system which is used in one aspect for locally deforming an optical element.
(55) TABLE-US-00001 TABLE 1 Numerical values of selected laser beam parameters for a Nd-YAG laser system Overview Parameter Numerical value Unit Pulse energy 0.05-5 J Pulse length 0.05-100 ps Repetition rate 1-10 000 kHz Pulse density 1000-10 000 000 mm.sup.2 NA 0.1-0.9 Wavelength 532 nm
(56) The following tables indicate parameters for differently influencing the density and/or the optical transmission distribution of the substrate 110, 210 of the photolithographic masks 100 and 200 and of the template 310. Table 2 presents parameters of a frequency-doubled Nd-YAG laser system for a mode of introducing or writing pixels called standard process window (std PW).
(57) TABLE-US-00002 TABLE 2 Numerical values of selected laser beam parameters for a Nd-YAG laser system for a standard process window Std PW (standard process window) Parameter Numerical value Unit Pulse energy 0.45 J Pulse length 8 ps Repetition rate 50 000 kHz Pulse density 1 000-100 000 mm.sup.2 NA 0.3 Wavelength 532 nm
(58) Table 3 summarizes parameters of a mode called low registration process window (LowReg PW) again of an embodiment using a frequency-doubled Nd-YAG laser system. This operation mode of the laser system 430 uses light pulses having a lower energy than the std PW, but introduces a higher pixel density.
(59) TABLE-US-00003 TABLE 3 Numerical values of selected laser beam parameters for a Nd-YAG laser system for a low registration process window (LowReg PW) Low Reg PW (low registration process window) Parameter Numerical value Unit Pulse energy 0.32 J Pulse length 8 ps Repetition rate 50 000 kHz Pulse density 5 000-500 000 mm.sup.2 NA 0.3 Wavelength 532 nm
(60) The steering mirror or steering system 490 directs the pulsed laser beam 435 into the focusing objective 440. The objective 440 focuses the pulsed laser beam 435 through the rear substrate surface into the substrate of the photolithographic mask 410. The NA (numerical aperture) of the applied objectives 440 depends on the predetermined spot size of the focal point and the position of the focal point within the substrate of the photolithographic mask 410 relative to the rear substrate surface. As indicated in table 1, the NA of the objective 400 may be up to 0.9 which results in a focal point spot diameter of essentially 1 m and a maximum intensity of essentially 10.sup.20 W/cm.sup.2.
(61) The apparatus 400 also includes a controller 480 and a computer system 460 which manage the translations of the two-axis positioning stage of the sample holder 420 in the plane of the x and the y direction. The controller 480 and the computer system 460 also control the translation of the objective 440 perpendicular to the plane of the chuck 420 (z direction) via the one-axis positioning stage 450 to which the objective 440 is fixed. It should be noted that in other embodiments of the apparatus 400 the chuck 420 may be equipped with a three-axis positioning system in order to move the photolithographic mask 410 to the target location and the objective 440 may be fixed, or the chuck 420 may be fixed and the objective 440 may be moveable in three dimensions. It should be further noted that a manual positioning stages can also be used for the movement of the photolithographic mask 410 to the target location of the pulsed laser beam 435 in the x, the y and the z direction and/or the objective 440 may have manual positioning stages for a movement in three dimensions.
(62) The computer system 460 may be a microprocessor, a general purpose processor, a special purpose processor, a CPU (central processing unit), a GPU (graphic processing unit), or the like. It may be arranged in the controller 480, or may be a separate unit such as a PC (personal computer), a workstation, a mainframe, etc. The computer system 460 may further comprise I/O (input/output) units like a keyboard, a touchpad, a mouse, a video/graphic display, a printer, etc. In addition, the computer 460 may also comprise a volatile and/or a non-volatile memory. The computer system 460 may be realized in hardware, software, firmware, or any combination thereof. Moreover, the computer system 460 may control the laser source 430 (not indicated in
(63) Further, the apparatus 400 may also provide a viewing system including a CCD (charge-coupled device) camera 465 which receives light from an illumination source arranged to the chuck 420 via the dichroic mirror 445. The viewing system facilitates navigation of the photolithographic mask 410 with respect to the target position. Further, the viewing system may also be used to observe the formation of a modified area on the rear substrate surface of the photolithographic mask 410 by the pulse laser beam 435 of the light source 430.
(64) In the following various errors or defects are discussed on the basis of the transmissive photolithographic mask 100 of
(65) A variation of the optical transmission across the area of the photolithographic mask leads to a corresponding variation of the local optical dose applied to the photoresist on the wafer. The variation of the locally applied dose results in a fluctuation or a variation of the structure dimension of a pattern element in the developed photoresist. The uniformity of a structure element across the area of the photolithographic mask is called critical dimension uniformity (CDU).
(66) Moreover, photolithographic masks may also have placement errors of pattern elements, i.e. some of the pattern elements do not image the pattern parameters exactly at the predetermined position on the photoresist. Placement errors are also called registration errors. Placement errors as well as errors introduced by the scanner used for the illumination of a photolithographic mask and process errors are summarized under the term image placement errors. Relative image placement errors of two or more mask layers form overlay errors.
(67) The effects of image placement errors of pattern elements in the photoresist are normally reduced by performing a linear imaging transformation of the photolithographic mask with respect to the focus of the image field.
(68) In the following, one set of laser beam parameters characterizing a specific laser pulse is also called a writing mode, as the laser beam is focused into the mask substrate and laser pulses are written into the substrate of the photolithographic mask 410. Each set of laser beam or laser pulse parameters or each writing mode induces a local deformation in the mask substrate which is characteristic or specific for this parameter set. In other words, each parameter set for a laser pulse or each writing mode generates its specific mode signature in the substrate of the photolithographic mask 410.
(69) The CD variations are typically characterized by their standard deviation , in particular their 3 value. The distribution of the registration errors across the active area 150 of the photolithographic mask 100 is normally illustrated by a two-dimensional (2D) map of arrows, wherein the arrow direction indicates the direction in which a pattern element is shifted with respect to its nominal position and the length of the arrows indicates the amount of the shift.
(70) The laser beam 435 of the laser system 430 is used to locally deform the optical element. As already mentioned, the small local deformations are called pixels. The local deformations modify the density and/or the optical transmission of the substrate material. The introduction of the small local deformations by writing an arrangement of pixels is used to correct the mask defects or errors described above. Therefore, it is essential to know which writing mode or set of laser beam parameters generates which type of pixel. As a distribution of the registration errors across the active area 150 of the photolithographic mask 100 is described as a 2D map, the symmetry or unbalance of the respective pixel type has be known and controlled in detail in order to be able to correct registration errors.
(71) The effect of a laser pulse on the optical element 100, 200, 310 is in the following described in form of a parameter called mode signature (MS). In this concept, the area of the optical element 100, 200, 310 is divided into small elementary areas, preferably small rectangles or squares. The mode signature describes the distortion of an elementary area due to the action of a laser pulse or a sum of laser pulses.
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5.2 Control of Beam Polarization and/or Beam Shaping
(73) In order to correct an optical transmission variation and also for some registration error, it is necessary to have a process window which generates mode signatures having a distortion magnitude 530 as small as possible. Because in most of the cases a registration error is qualified by the maximum out of the x and of the y placement deviation, a mode signature (MS) is looked for which generates the minimum deformation of the x and the y direction. This allows decreasing the deformation in the direction that gives the maximum placement deviation even on the expense of the other direction. This can be done until the symmetric case is reached where the x and the y directions have essentially the same registration error.
(74) In this context, the term laser beam symmetry mean rotational symmetry with respect to the beam direction. A beam is rotationally symmetric if it is not possible to distinguish between different rotations of the beam. This means physically that the beam has a circular polarization, or it is depolarized with no astigmatism but having a spherically symmetric intensity profile.
(75) The beam symmetry and the deformation symmetry are connected. It is not possible to create an asymmetric deformation with a rotationally symmetric beam. Further, a resulting location deformation is called rotationally symmetric if it is characterized by a strain tensor which is proportional to the unity matrix.
(76) Based on physical considerations, it is clear that a perfectly symmetric pixel can only induce a symmetric deformation. However, even when using a perfectly adjusted optics and a laser beam operating in TEM.sub. mode, a well pronounced anisotropy or unbalance of the resulting induced deformation is observed. This situation in indicated in
(77) It is not physically feasible to assume that a minor asymmetry of a local deformation or of a pixel results in a strong anisotropy of the deformation. The asymmetry or unbalance of the mode signature of
(78) The only plausible reason for the asymmetry of the mode signature of
(79) The polarization of the laser beam 435 used for the writing of the pixels can be adjusted by introducing a half wave plate. A half wave plate is an example of the dashed optical component 470 of
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(82) From
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(84) In order to demonstrate the effect of a polarization change of the laser beam 435, the registration change induced by the introduction of laser pulses for a critical dimension correction (CDC) is calculated.
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(86) From
(87) TABLE-US-00004 TABLE 4 Placement changes for laser pulses having different polarizations with laser beam parameters of a standard process window (std PW) Polarization of 3 placement 3 placement Maximum of x and y the laser beam change in x change in x placement change 435 direction [nm] direction [nm] [nm] Linear Y 0.8 2.2 2.2 Linear X 2.3 0.8 2.3 Circular 0.72 1.3 1.3
(88) Table 4 indicates that a circular polarization of the writing beam or of the laser beam 435 results in a much smaller placement change (45%) due to a symmetric mode signature (
(89) An astigmatic laser beam leads in the area of the focal waist to a very anisotropic distribution of the optical intensity. It is assumed that the anisotropic intensity distribution of the laser beam may affect symmetry or unbalance of the resulting local deformation or of the resulting pixel, and hence may result in an anisotropy of the deformation of the optical element. A simple control of the astigmatism of the laser beam 435 can be performed by introducing a cylindrical lens in the beam path of the laser beam 435. In this embodiment, the dashed optical component 470 in the laser system 400 of
(90) The configuration 1200 of
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(94) Another method of controlling the mode signature is beam forming or beam shaping. The simplest way to form an asymmetric shape of the laser beam 435 is to clip it with a blade or with a slit. In the following, the relative amount of the optical intensity blocked by the blade or the slit is taken as a measure of the clipping level of the laser beam 435. If the blade or slit is oriented parallel to the y direction, the laser beam 435 is clipped in the x direction. The clipping in the x direction leads to a greater expansion of the local deformation element or of the pixel in the y direction.
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(97) In order to obtain a beam shaping system which is more immune to the beam pointing stability and also from a general symmetry consideration, it is preferable to use a slit for the beam shaping instead of a blade.
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(99) As can be seen from
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(101) As can be seen from
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(103) The forming or shaping of a laser beam 435 by clipping a portion of the beam is not a preferred method. After the clipping, the laser beam 1630 has after the clipping an unwanted spatial spectrum. Moreover, the propagation and the self-focusing are potentially not stable. There are other methods of beam shaping which provide a more controllable expansion of the laser beam 435.
(104) The implementation of the method of
5.3 Pixel Interaction
(105) As already mentioned, pixels having a circular form are typically preferred for correcting CD variations across the optical element 100, 200, 310. On the other hand, asymmetric pixels are often useful for the correction of placement errors. Therefore, in order to generate asymmetric local deformations, it is necessary to induce or to write strongly asymmetric pixels in the optical element 100, 200, 310. On the other hand, it is a complex task to provide a laser beam 435 with a beam property that varies on a pulse to pulse basis. Therefore, this application describes another approach that allows the generation of pixels with an adjustable symmetry.
(106) For this purpose, overlapping pixels are written in the optical element 100, 200, 310. The scheme 2100 of
(107) In
(108) In the example of
(109) In the following examples, the resulting pixels 2130 are obtained by are the method of pixel dubbing. It is appreciated that a resulting pixel 2130 can also be written by using more than two individual pixels 2110, 2120 (not shown in
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(111) The effect of pixel dubbing is depicted in
(112) The result of
(113) The data of
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(115) As already mentioned, there are typically at least two different targets for the writing of pixels in the optical element 100, 200, 310. A first target of the pixel writing is to correct a CD variation across the optical element 100, 200, 310 without introducing any degradation of the placement of the absorbing elements on the optical elements 100, 200, 310, i.e. without introducing a registration error. The type of process window (PW) used for the respective mode signature is described in the first part of section 5.2 (Beam polarization and/or beam shaping).
(116) The second target is to correct registration errors without degrading the critical dimension (CD). This second target requires locally inducing a maximum deformation in the optical element 100, 200, 310 with a minimum attenuation of the optical transmission. This means for the mode signature that is should provide a maximum MS magnitude. The pixel dubbing approach is beneficial as it provides in general at least three further parameters, i.e. three further degrees of freedom for the local deformation induced by the resulting pixel 2130. The parameters for adapting the resulting pixel 2130 to the local predefined deformation form 2140 are: the pulse power, the overlap value 0V, and/or the overlap angle .
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(118) It can be clearly seen from
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(125) In step 3130, the optical component or the optical components are introduced in the path of the laser beam which modify the laser beam in order to obtain the desired writing mode. In an alternative approach the writing procedure of the laser beam is implemented so that the desired modes are achieved.
(126) Then, in step 3140, the mode signature of each of the writing modes is measured to verify the results of each writing mode.
(127) In step 3150, a writing job is calculated. This is done with to the current state of the writing mode signature. The pixels or the arrangement of pixels which may comprise different writing modes is determined to correct the identified errors of the optical element 100, 200, 310.
(128) Finally, in step 3160, the writing job is actually performed using the different writing modes and using a control of the pixel writing in order to dynamically modify the respective writing mode during the writing job, or by switching between various writing modes between different writing sessions. The method ends at step 3170.
5.4 Summary
(129) The present application demonstrates that a local deformation which is induced by the writing of pixels in an optical element can be controlled by different means. In a first aspect, simple and effective methods of controlling the mode signature of various writing modes are based on the control of the writing beam property. Another approach for controlling the mode signature is to vary the conditions for the writing of different pixels, as for example the writing sequence of the pixels, the dubbing or grouping of pixels, the control of the anisotropy of the written pixels, and others.
(130) The efficiency resulting of the different approaches depends on the target application. For some applications, the only important parameter is the magnitude of the mode signatureactually it is the ratio of the induced local deformation to the induced local attenuation of the transmittance. The maximum deformation obtained per pixel or per writing layer in the optical element are important parameters characterizing the productivity of an error correction process of an optical element. For a precise control of a registration correction process, a high asymmetry of the mode signature may be useful. The various control approaches presented in the present application can provide an optimum result for different targets.
(131) TABLE-US-00005 TABLE 5 Summary of different MS (mode signature) control methods presented in the present application Exp. Eff. Max. Exp. MS mag. MS ratio [nm] [nm/mm] Polarization control 0.05-0.2 2-3 6.0 .Math. 10.sup.7 0.4 Pixel dubbing 0.1-0.4 5-6 5.0 .Math. 10.sup.5 6 Astigmatism control 0.2-1.5 5-10 1.0 .Math. 10.sup.4 10 Shape control 0.2-2.0 10-15 3.0 .Math. 10.sup.4 10 Abbreviations in Table 5: MS mag: mode signature magnitude Exp. Eff.: Pixel expansion efficiency Max. Exp.: Maximum expansion per layer