METHOD FOR GENERATING A MATHEMATICAL MODEL FOR POSITIONING INDIVIDUAL MIRRORS OF A FACET MIRROR IN AN OPTICAL SYSTEM
20220066196 · 2022-03-03
Inventors
Cpc classification
G03F7/705
PHYSICS
G03F7/70116
PHYSICS
G03F7/70075
PHYSICS
G03F7/7085
PHYSICS
G03F7/70141
PHYSICS
G02B27/0012
PHYSICS
International classification
Abstract
A method for generating a mathematical model (MM) for positioning individual mirrors (204, 204′) of a facet mirror (200) in an optical system (500), e.g. in a lithography apparatus (100A, 100B). The method includes: a) providing (S701) target positions (SP) of the individual mirrors (204, 204′) with an adjustment unit (502), b) capturing (S702) actual measurement positions (MI) of the individual mirrors (204, 204′) with a measuring device (508), which is embodied as an interferometer, deflectometer and/or camera, and c) generating (S705) a mathematical model (MM) for positioning the individual mirrors (204, 204′) based on the captured actual measurement positions (MI) and the target positions (SP). In step c ), a difference (EA) is formed (S703) between a respective actual measurement position (MI) and a respective target position (SP) and the mathematical model (MM) is generated (S705) based on the difference (EA) formed.
Claims
1. A method for an optical system, the optical system comprising: a facet mirror with individual mirrors, actuators which are configured to position the individual mirrors in accordance with manipulated variables (SG), sensors which are configured to capture sensor actual positions (SI) of the individual mirrors, an adjustment unit which is configured to provide intended positions (SP) of the individual mirrors, and a controller unit which is configured to provide the manipulated variables (SG) in accordance with the provided intended positions (SP) and the captured sensor actual positions (SI), and the method comprising: a) providing the intended positions (SP) of the individual mirrors with the adjustment unit, b) capturing measurement actual positions (MI) of the individual mirrors) with a measuring device, c) generating a mathematical model (MM) for positioning the individual mirrors in accordance with the captured measurement actual positions (MI) and the intended positions (SP), wherein a difference (EA) between a respective measurement actual position (MI) and a respective intended position (SP) is formed in said step c) and the mathematical model (MM) is generated in accordance with the difference (EA) formed, and d) positioning the individual mirrors of the facet mirror in accordance with the mathematical model (MM).
2. The method as claimed in claim 1, wherein the measuring device comprises at least one of an interferometer, a deflectometer and a camera.
3. The method as claimed in claim 1, wherein the optical system comprises at least two components, and wherein said step c) comprises inputting an interaction (WW) between the at least two components into the mathematical model (MM).
4. The method as claimed in claim 3, wherein the interaction (WW) is crosstalk.
5. The method as claimed in claim 3, wherein the at least two components comprise at least one of: two sensors, two actuators, one actuator and one sensor, and electrical and/or optical connections or components of the sensors or actuators.
6. The method as claimed in claim 1, wherein the optical system comprises a plurality of respective types of the individual mirrors, and wherein said step c) comprises inputting properties of only the individual mirrors of the same respective type into the mathematical model and/or properties of actuators and/or sensors assigned to the individual mirrors of the same respective type.
7. The method as claimed in claim 6, wherein the properties include an orientation (a) of and/or a distance (AS) of the individual mirrors of the same respective type or of the actuators and/or the sensors assigned to the individual mirrors of the same respective type.
8. The method as claimed in claim 1, wherein said step c) comprises generating the mathematical model (MM) iteratively (IP).
9. The method as claimed in claim 1, wherein said step c) comprises generating the mathematical model (MM) through a numerical process.
10. The method as claimed in claim 9, wherein the numerical process comprises a method of least squares.
11. The method as claimed in claim 1, wherein the measuring device captures the measurement actual positions (MI) optically.
12. The method as claimed in claim 1, wherein the sensor actual positions (SI), the measurement actual positions (MI) and the intended positions (SP) are relative angular positions of the individual mirrors.
13. A method for an optical system, the optical system comprising: a facet mirror with individual mirrors, actuators which are configured to position the individual mirrors in accordance with manipulated variables (SG), sensors which are configured to capture sensor actual positions (SI) of the individual mirrors, an adjustment unit which is configured to provide intended positions (SP) of the individual mirrors, and a controller unit which is configured to provide the manipulated variables (SG) in accordance with the provided intended positions (SP), the captured sensor actual positions (SI) and a mathematical model (MM), the method comprising: a) providing the intended positions (SP) of the individual mirrors with the adjustment unit, b) capturing the sensor actual positions (SI) of the individual mirrors with the sensors, c) providing the manipulated variables (SG) in accordance with the provided intended positions (SP), the captured sensor actual positions (SI) and the mathematical model (MINI) with the control unit (504), and d) positioning the individual mirrors of the facet mirror in accordance with the mathematical model (MM).
14. The method as claimed in claim 13, wherein the intended positions (SP) provided by the adjustment unit are calibrated with the mathematical model (MM) to provide calibrated intended positions (KS), and wherein the controller unit provides the manipulated variables (SG) in accordance with the calibrated intended positions (KS) and the captured sensor actual positions (SI).
15. An optical system, comprising: a facet mirror with individual mirrors, actuators which are configured to position the individual mirrors in accordance with manipulated variables (SG), sensors which are configured to capture sensor actual positions (SI) of the individual mirrors, an adjustment unit which is configured to provide intended positions (SP) of the individual mirrors, and a controller unit which is configured to provide the manipulated variables (SG) in accordance with the provided intended positions (SP), the captured sensor actual positions (SI) and a mathematical model (MM), wherein the mathematical model (MM) is generated as according to the method claimed in claim 1.
16. A lithography apparatus, comprising an optical system as claimed in claim 15.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
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DETAILED DESCRIPTION
[0088] Unless indicated to the contrary, elements that are the same or functionally the same have been provided with the same reference signs in the figures. It should also be noted that the illustrations in the figures are not necessarily true to scale.
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[0090] The EUV lithography apparatus 100A comprises an EUV light source 106A. A plasma source (or a synchrotron), which emits radiation 108A in the EUV range (extreme ultraviolet range), that is to say for example in the wavelength range of 5 nm to 20 nm, can for example be provided as the EUV light source 106A. In the beam-shaping and illumination system 102, the EUV radiation 108A is focused and the desired operating wavelength is filtered out from the EUV radiation 108A. The EUV radiation 108A generated by the EUV light source 106A has a relatively low transmissivity through air, for which reason the beam-guiding spaces in the beam-shaping and illumination system 102 and in the projection system 104 are evacuated.
[0091] The beam-shaping and illumination system 102 illustrated in
[0092] The projection system 104 (also referred to as a projection lens) has six mirrors M1 to M6 for imaging the photomask 120 onto the wafer 124. In this case, individual mirrors M1 to M6 of the projection system 104 may be arranged symmetrically in relation to an optical axis 126 of the projection system 104. It should be noted that the number of mirrors M1 to M6 of the EUV lithography apparatus 100A is not restricted to the number shown. A greater or lesser number of mirrors M1 to M6 may also be provided. Furthermore, the mirrors M1 to M6 are generally curved at their front side for beam shaping.
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[0094] The DUV lithography apparatus 100B has a DUV light source 106B. By way of example, an ArF excimer laser that emits radiation 108B in the DUV range at 193 nm, for example, can be provided as the DUV light source 106B.
[0095] The beam-shaping and illumination system 102 illustrated in
[0096] The projection system 104 has a plurality of lens elements 128 and/or mirrors 130 for imaging the photomask 120 onto the wafer 124. In this case, individual lens elements 128 and/or mirrors 130 of the projection system 104 can be arranged symmetrically in relation to an optical axis 126 of the projection system 104. It should be noted that the number of lens elements 128 and mirrors 130 of the DUV lithography apparatus 100B is not restricted to the number represented. A greater or lesser number of lens elements 128 and/or mirrors 130 can also be provided. Furthermore, the mirrors 130 are generally curved at their front side for beam shaping.
[0097] An air gap between the last lens element 128 and the wafer 124 can be replaced by a liquid medium 132 having a refractive index of >1. The liquid medium 132 may be for example high-purity water. Such a set-up is also referred to as immersion lithography and has an increased photolithographic resolution. The medium 132 can also be referred to as an immersion liquid.
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[0099] Each of the facets 204 is provided to be tiltable about two mutually orthogonal axes x, y such that the working light, in particular the EUV working light 108A, can be directed at different targets, for example on the facet mirror 118 (see
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[0101] The voice coil actuator 300 comprises a securing sleeve 302 that is securely arranged on the support plate 202. A carrier element 304 bears against said securing sleeve by way of a flexure 306 with legs 308. A facet 204 is fastened to the top side of the carrier element 304. On the lower side, an actuating rod 312 engages on the carrier element 304, said actuating rod carrying at its lower end a magnetic end piece 314 (permanent magnet). A deflection of the end piece 314 in the directions denoted by P in
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[0103] For the purposes of controlling a facet 204′ (see
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[0105] The facets 204, actuators 300, sensors 324 and control unit 504 form a plurality of control loops 506, with a respective control loop 506 having at least one of each of these components. The above-described interaction WW may arise between these control loops 506, in particular crosstalk between the sensors 324, 326, 324′, 326′ of the different control loops 506, and so the sensor actual positions SI do not have the required accuracy.
[0106] In this respect the following is provided:
[0107] The optical system (see
[0108] Further, a measuring device 508 is constructed, the latter being arranged, in particular, outside of—from a spatial point of view—the optical system 500. The measuring device 508 captures actual positions of the facets 204 in the form of measurement actual positions MI (step 702 in
[0109] In a further step (S703 in
[0110] The empirical deviation EA is compared to a modeled deviation MA in a comparator unit 512 (step S704 in
[0111] Further, prior knowledge VW about the interactions WW which are to be expected on account of the optical design of the facet mirror 200 or the facets 204, the actuators 300, and the sensors 324 is included in the mathematical model MM—in addition to the intended positions SP. By way of example, the prior knowledge may comprise: the geometric arrangement of the facets 204, the actuators 300, and the sensor 324, typing of the components (in particular the components 204, 300, 324 including electric or optical signal lines, denoted by reference sign 516 here in exemplary fashion) on the basis of technical criteria which potentially influence the interaction behavior: e.g., orientation, wiring, signal frequencies, etc., and the set of predefined standard relative angular positions (illumination settings) of the individual facets 204, which are also supplied in the final use.
[0112] The physical and phenomenological prior knowledge VW about the interactions WW underlying the empirical deviations EA may further include: the components of the control loops 506 and the mechatronic concept (actuators 300: electromagnetic, piezoelectric, etc.; position sensors/angle sensors 324: inductive, capacitive, optical, etc.; signal lines 516, common potentials, HF generators, etc.), expected interaction mechanisms (electromagnetic: inductive/capacitive signal crosstalk, earth loops, etc., reciprocal interference of signal amplitudes, signal frequencies and signal phase angles; optical (e.g., stray light); mechanical (deformation, stresses), correlations between selected positioning parameters (e.g., intended relative angular positions SP of neighboring facets 204) and the occurring deviations EA, and identification of interaction pairs or mechanisms (e.g., sensor-sensor crosstalk, actuator-sensor crosstalk, etc.).
[0113] An interaction WW between the control loops 506 on account of sensor-sensor crosstalk and the validity of the (linear) superposition principle in the case of a plurality of interference sources is assumed in the present exemplary embodiment. In this case, there is only signal crosstalk between sensors 324 of the same type, that is to say, in particular, with sensor axes that are oriented the same way, as illustrated on the basis of
[0114] In
[0115] In the present exemplary embodiment, the following specific, globally parameterized model is used to describe the measured deviation ΔT.sub.F,emp of the actual relative angular positions of the mirror facets (index F) from the sought-after intended relative angular positions.
where:
[0116] {T.sub.NFs(F)}: denotes the set of all actual relative angular positions (measurement actual positions MI) of the closest facets 204 of (exclusively) the same type (“1” or “2”);
[0117] {d.sub.F,NFs}, {α.sub.F,NFs}: denotes the set of geometric distances AS (see
[0118] d : denotes the length normalization (freely selectable parameter);
[0119] p.sub.1, p.sub.2, q.sub.1, q.sub.2, n : denote adaptation parameters of the model (subsumed by “parameter set PS” in
[0120] F: denotes the index of the interfered with receiver facets 204;
[0121] k :denotes the interfering facets 204′; ΔT.sub.F,mod: denotes the modeled deviation MA of the actual relative angular position (measurement actual positions MI) of the mirror facet F from the intended relative angular position (intended positions SP);
[0122] {NFs(F)}: denotes the set of indices of the interfering facets k or 204′ adjacent to the receiver facet F or 204;
[0123] T.sub.k: denotes the actual relative angular position (measurement actual positions MI) of the facet k (the intended relative angular position can be assumed to a first approximation or for the first calculation iteration); and
[0124] p.sub.P↑2, q.sub.1|2: denotes the selection of the corresponding adaptation parameters on the basis of the type of the interacting facets F and {NFs(F)}.
[0125] This is now followed by the numerical optimization of the mathematical model MM. The following adaptation parameters should be optimized: p.sub.1, p.sub.2, q.sub.1, q.sub.2, n. By way of example, this is implemented with the aid of a numerical optimization, in particular with a least-squares minimization (method of least squares). The object is for the empirical deviation EA to be approximated to the best possible extent by the modeled deviation MA—that is to say the difference between these is made to tend to 0.
[0126] Expressed differently, the modeled deviation MA itself emerges from the mathematical model MM and the difference from the empirical deviation EA is used to improve the mathematical model (i.e., a fit loop is implemented).
[0127] For each illumination setting set, the model supplies predictions {ΔT.sub.F,mod} for the expected deviations EA of the actual relative angular positions (measurement actual positions SP) from the set intended relative angular positions (intended positions SP) of all facets 204.
[0128] These predictions can be used to accordingly correct the control values (SP), which are specified in the control unit 504. This correction should be realized as an iterative process IP since the calculated deviations themselves represent a function of the intended relative angular positions (intended positions SP) of the facets 204. Fast convergence should be expected in practice since the ratio of angular deviations to intended relative angular positions is in the region of <1%.
[0129] How the mathematical model MINI can now be used to facilitate improved closed-loop control of the positions of the facets 204 at the customer is explained in more detail below with reference to
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[0131] In comparison with the optical system 500 described in relation to
[0132] For the purposes of exposing a wafer 124 (see
[0133] In a step S802 (see
[0134] In a step S803, the control unit 504 provides the manipulated variables SG on the basis of the calibrated intended positions KS and the sensor actual positions SI captured by the sensors 324.
[0135] However, this is only one exemplary embodiment. The correction or calibration could also be implemented at a different point. By way of example, the correction unit 600 could be provided between the sensors 324 and the control unit 504 or else on the control unit 504 and could, with the aid of the mathematical model MM and the parameter set PS, calibrate or correct the sensor actual positions SI provided by the sensors 324. In particular, the correction unit 600 can also be integrated in the facet mirror 200.
[0136] With the aid of this calibration method it is possible to significantly reduce the deviations between the intended positions SP (intended relative angular positions) and the measurement actual positions MI (actual relative angular positions), which deviations depend on the illumination setting set. Thus, using the mathematical model explained above, the 3-times standard deviation of these (angular) deviations can be reduced by at least 25% to values <250 μrad in embodiments. Even improvements by at least a factor of 2 can be obtained using more detailed models.
[0137] As a result of the procedure described above, it is possible in particular to predict and correct the deviations occurring as a result of interactions between the various control loops 506 of the facet control and occurring between the actual relative angular positions MI of the facets 204 of a facet mirror 200 and the intended relative angular positions SP specified by the illumination setting, without being dependent on a comprehensive measurement of all conceivable illumination settings.
[0138] Although the present invention has been described on the basis of exemplary embodiments, it can be modified in various ways.
[0139] In particular, further configurations are conceivable when forming the model:
[0140] Mathematical models MM and associated parameter sets PS which contain nonlinear terms and/or mix different axes M.sub.1, M.sub.2 should these be present in the specific configuration of a control loop element, for example the sensors 324, 326, as illustrated below: “nonlinear terms”: e.g., ΔT.sub.F,mod˜Tk.sup.2, Tk.sup.3; “mix different axes M1, M2”: e.g., ΔT.sub.F, M1, mod˜T.sub.k,M1, T.sub.k,M2.sup.2, that is to say despite the fact that only the same axes (in this example M1) interact with one another, the angle position of the other axis (in this example M2 of the interfering element) can nevertheless have an influence on the absolute value of the interaction.
[0141] Mathematical models MM and associated parameter sets PS which model and adapt the various interfered-with facets 204 independently of one another and/or treat the various interfering facets 204′ or the control loop elements thereof independently of one another in the modeling (local parameterization). An exemplary formula would be:
that is to say independent fits are carried out for both sensor axes (X, Y) and all “receiver” facets (index FF), which fits influence the respective neighboring facets NFFs(FF) (and the relevant sensor axis thereof) with independent fit parameters CFF,n,X/Y.
[0142] Mathematical models MM and associated parameter sets PS which model and adapt the various discrete positions (relative angular positions), selected during the operation, of the interfered-with facets 204 independently of one another.
LIST OF REFERENCE SIGNS
[0143] 100A EUV lithography apparatus [0144] 100B DUV lithography apparatus [0145] 102 Beam-shaping and illumination system [0146] 104 Projection system [0147] 106A EUV light source [0148] 106B DUV light source [0149] 108A EUV radiation [0150] 108B DUV radiation [0151] 110 Mirror [0152] 112 Mirror [0153] 114 Mirror [0154] 116 Mirror [0155] 118 Mirror [0156] 120 Photomask [0157] 122 Mirror [0158] 124 Wafer [0159] 126 Optical axis [0160] 128 Lens element [0161] 130 Mirror [0162] 132 Medium [0163] 200 Facet mirror [0164] 202 Support plate [0165] 204, 204′ Facets [0166] 300, 300′ Voice coil actuators [0167] 302 Securing sleeve [0168] 306 Flexure [0169] 308 Leg [0170] 312 Actuating rod [0171] 314, 314′ End pieces [0172] 316 Tilt point [0173] 318 Separating surface [0174] 320, 320′ Coils [0175] 322, 322′ Coils [0176] 324, 324′ Sensors [0177] 326, 326′ Sensors [0178] 500 Optical system [0179] 502 Adjustment unit [0180] 504 Controller unit [0181] 506 Control loop [0182] 508 Measuring device [0183] 510 Comparator unit [0184] 512 Comparator unit [0185] 514 Computer and memory unit [0186] 516 Signal line [0187] 600 Correction unit [0188] A, B Types [0189] AS Distance [0190] EA Empirical deviation [0191] IP Iterative process [0192] KS Calibrated intended position [0193] M.sub.1, M.sub.2, M.sub.3 Center axes [0194] M1 Mirror [0195] M2 Mirror [0196] M3 Mirror [0197] M4 Mirror [0198] M5 Mirror [0199] M6 Mirror [0200] MA Modeled deviation [0201] MI Measurement actual positions
[0202] MM Mathematical model [0203] O, O′ Origin [0204] P Arrow [0205] PS Parameter set [0206] S701-S705 Steps [0207] S801-S803 Steps [0208] SG Manipulated variable [0209] SI Sensor actual positions [0210] SP Intended positions [0211] U Field line [0212] V Connecting line [0213] VW Prior knowledge [0214] WW Interaction [0215] x Axis [0216] y Axis [0217] α Orientation