METHOD AND SYSTEM FOR DETERMINING ONE OR MORE DIMENSIONS OF ONE OR MORE STRUCTURES ON A SAMPLE SURFACE
20230205095 · 2023-06-29
Assignee
Inventors
Cpc classification
G01B2210/56
PHYSICS
G03F7/70625
PHYSICS
International classification
Abstract
A method for determining one or more dimensions of one or more structures is disclosed. The method comprises focusing illumination light on a focal plane of a lens system so that the lens system forms a collimated illumination light beam that is incident on the sample surface. The method also comprises, using said lens system or, respectively, a further lens system, collecting reflected or, respectively, transmitted illumination light reflected from or transmitted through the sample surface. Further, the method comprises capturing an image of said focal plane or, respectively, further focal plane, said image representing a distribution in said focal plane or further focal plane of radiant power of the reflected or transmitted illumination light. A further step of the method comprises, based on the captured image, determining the one or more dimensions of the structures on the sample surface.
Claims
1. A method for determining one or more dimensions of one or more structures on a sample surface, the method comprising focusing illumination light on a focal plane of a lens system so that the lens system forms a collimated illumination light beam that is incident on the sample surface and that is reflected from or transmitted through the sample surface, and using said lens system or a further lens system to collect illumination light reflected from or transmitted through the sample surface, and capturing an image of said focal plane of said lens system or of a further focal plane of said further lens system to provide a captured image, said captured image representing a distribution, in said focal plane or said further focal plane, of radiant power of the reflected or transmitted illumination light, and based on the captured image, determining the one or more dimensions of the one or more structures on the sample surface.
2. The method according to claim 1, wherein a cross section of the collimated illumination light beam has a surface area of at least 5 micrometers.
3. The method according to claim 1, further comprising storing one or more reference images, each of the one or more reference images being associated with a reference sample surface comprising one or more structures having known dimensions, and each said reference image representing a reference distribution of radiant power of light in said focal plane or said further focal plane, wherein determining the one or more dimensions of the one or more structures on the sample surface comprises comparing the captured image with the one or more reference images.
4. The method according to claim 3, wherein each of the one or more reference images has been obtained by performing a simulation of a collimated illumination light beam incident on the reference sample surface associated with the one or more reference images.
5. The method according to claim 1, wherein the step of focusing illumination light on the focal plane of the lens system comprises focusing illumination light on the focal plane of the lens system so that the lens system forms a first said collimated illumination light beam that is incident on the sample surface and that is reflected from or transmitted through the sample surface and focusing illumination light on the focal plane of the lens system so that the lens system forms a second said collimated illumination light beam that is incident on the sample surface and that is reflected from or transmitted through the sample surface.
6. The method according to claim 5, wherein the first collimated illumination light beam and the second collimated illumination light beam are incident on the sample surface simultaneously.
7. The method according to claim 5, wherein the first collimated illumination light beam and second collimated illumination light beam are incident on the sample surface one after another.
8. The method according to claim 5, wherein the step of focusing the illumination light on the focal plane of the lens system comprises focusing the illumination light at a first point in the focal plane, the first point having a first position relative to the lens system, so that the lens system forms the first collimated illumination light beam that is incident on the sample surface while having a first orientation relative to the sample surface, the method comprising focusing the illumination light at a second point in the focal plane, the second point having a second position relative to the lens system different from the first position, so that the lens system forms the second collimated illumination light beam that is incident on the sample surface while having a second orientation relative to the sample surface that is different from the first orientation.
9. The method according to claim 8, wherein a first said illumination light is focused at the first point in said focal plane and then at the second point in the focal plane, wherein focusing the first said illumination light at the first point and then at the second point comprises moving an illumination light source relative to said lens system.
10. The method according to claim 8, wherein the step of focusing the first said illumination light at the first point and at the second point comprises controlling a spatial light modulator to allow a first spatial portion of illumination light incident on the spatial light modulator to pass through and travel to the sample surface, and controlling the spatial light modulator to allow a second spatial portion of illumination light incident on the spatial light modulator to pass through and travel to the sample surface.
11. The method according to claim 5, the method further comprising controlling polarization of the illumination light such that the first collimated illumination light beam has a first polarization and the second collimated illumination light beam has a second polarization that is different from the first polarization.
12. The method according to claim 5, wherein the first collimated illumination light beam comprises a first spectral power distribution and the second collimated illumination light beam comprises a second spectral power distribution different from the first spectral power distribution.
13. The method according to claim 1, wherein capturing an image of said focal plane or of the further focal plane of the further lens system comprises using said lens system or the further lens system, collecting first reflected or transmitted illumination light that is light from the first collimated illumination light beam reflected from or transmitted through the sample surface, and capturing a first said image of said focal plane or of said further focal plane, said first image representing a distribution in said focal plane or further focal plane of radiant power of the first reflected or transmitted illumination light, and using said lens system or the further lens system, collecting second reflected or transmitted illumination light that is light from the second collimated illumination light beam reflected from or transmitted through the sample surface, and capturing a second said image of said focal plane or of said further focal plane, said second image representing a distribution in said focal plane or further focal plane of radiant power of the second reflected or transmitted illumination light, and based on the first image and second image, determining the one or more dimensions of the one or more structures on the sample surface.
14. The method according to claim 13, comprising storing one or more sets of reference images, each set comprising a first reference image associated with said first orientation and/or first polarization and/or first spectral power distribution of the illumination light beam and a second reference image associated with said second orientation and/or second polarization and/or second spectral power distribution of the illumination light beam, and each set of reference images being associated with a respective reference sample surface comprising one or more structures having known dimensions, wherein determining the one or more dimensions of the one or more structures on the sample surface comprises comparing the first image with the first reference image in each of the one or more sets of the reference images and comparing the second image with the second reference image in each of the one or more sets of the reference images.
15. The method according to claim 1, further comprising determining a region in the captured image comprising a plurality of pixels representing a radiant power in said focal plane or the further focal plane of the reflected or transmitted illumination light associated with a diffraction order, and determining the radiant power associated with said diffraction order based on said plurality of pixels in the region, and determining the one or more dimensions of the one or more structures on the sample surface based on the determined radiant power associated with the diffraction order.
16. The method according to claim 15, further comprising determining a first region in the captured image comprising a plurality of pixels representing a first radiant power in said focal plane or the further focal plane of the reflected or transmitted illumination light associated with a first diffraction order, and determining the first radiant power associated with said first diffraction order based on said plurality of pixels in the first region, and determining a second region in the captured image comprising a plurality of pixels representing a second radiant power in said focal plane or the further focal plane of the reflected or transmitted illumination light associated with a further diffraction order, and determining the second radiant power associated with the further diffraction order based on the plurality of pixels in the second region, and determining the one or more dimensions of the one or more structures on the sample surface based on the determined first radiant power associated with the first diffraction order and the determined second radiant power associated with the further diffraction order.
17. The method according to claim 14, further comprising determining a first region in the first captured image comprising a plurality of pixels representing a first radiant power in said focal plane or the further focal plane of the reflected or transmitted illumination light associated with a first diffraction order, and determining the first radiant power associated with said first diffraction order based on said plurality of pixels in the first region, and determining a second region in the first captured image comprising a plurality of pixels representing a second radiant power in said focal plane or the further focal plane of the reflected or transmitted illumination light associated with a further diffraction order, and determining the second radiant power associated with the further diffraction order based on the plurality of pixels in the second region, and determining a first region in the second captured image comprising a plurality of pixels representing a third radiant power in said focal plane or the further focal plane of second reflected or transmitted illumination light associated with the first diffraction order, and determining a second region in the second captured image comprising a plurality of pixels representing a fourth radiant power in said focal plane or the further focal plane of the second reflected or transmitted illumination light associated with the further diffraction order, and determining said third radiant power based on said plurality of pixels of the first region in the second captured image, and determining the fourth radiant power based on said second plurality of pixels in the second region of the second captured image, and wherein the first reference image indicates a first reference radiant power for said diffraction order and a second reference radiant power for said further diffraction order, and wherein the second reference image indicates a third reference radiant power for said first diffraction order and a fourth reference radiant power for said further diffraction order, wherein determining the one or more dimensions of the one or more structures on the sample surface comprises comparing said first radiant power with the first reference radiant power and the second radiant power with the second reference radiant power and the third radiant power with the third reference radiant power and the fourth radiant power with the fourth reference radiant power.
18. The method according to claim 1, comprising scanning the collimated illumination light over the sample surface.
19. A system for determining one or more dimensions of one or more structures on a sample surface, the system comprising a lens system, and a light focusing system that is configured to focus illumination light on a focal plane of the lens system so that the lens system forms a collimated illumination light beam that is incident on the sample surface, wherein the lens system is configured to collect illumination light reflected from the sample surface or wherein the system comprises a further lens system that is configured to collect illumination light transmitted through the sample surface, and an imaging system that is configured to capture an image of said focal plane or of a further focal plane of said further lens system, said image representing a distribution in said focal plane or the further focal plane of radiant power of the reflected or transmitted illumination light, and a data processing system that is configured to, based on the captured image, determine the one or more dimensions of the one or more structures on the sample surface.
20. A computer-implemented method for determining one or more dimensions of one or more structures on a sample surface, the method comprising obtaining an image, the image representing a distribution in a focal plane for a further focal plane of radiant power of reflected or transmitted illumination light, the image being obtainable by focusing illumination light on said focal plane of a lens system so that the lens system forms a collimated illumination light beam that is incident on the sample surface and, using said lens system, collecting illumination light reflected from or, using a further lens system, collecting illumination light transmitted through the sample surface, and capturing the image of the focal plane or the further focal plane, the method further comprising storing one or more reference images, each of the one or more reference images being associated with a reference sample surface comprising one or more structures having known dimensions, and each reference image representing a reference distribution of radiant power of light in said focal plane or the further focal plane, wherein determining the one or more dimensions of the one or more structures on the sample surface comprises comparing the captured image with the one or more reference images.
21. A data processing system comprising a processor that is configured to perform the method according to claim 20.
22. A computer program comprising instructions which, when the program is executed by a data processing system, cause the data processing system to carry out the method of claim 20.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0108] Aspects of the invention will be explained in greater detail by reference to exemplary embodiments shown in the drawings, in which:
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DETAILED DESCRIPTION OF THE DRAWINGS
[0124] In the figures, identical reference numbers indicate identical or similar elements.
[0125]
[0126] The system 1 comprises a lens system 16, which may for example be a high NA objective and which may comprise a plurality of lenses. System 1 further comprises a light focusing system (comprising lenses 6 and 12) that is configured to focus illumination light on a focal plane 14, which may be referred to as the back focal plane, of the lens system 16 so that the lens system 16 forms a collimated illumination light beam 18 that is incident on the sample surface 20, under a well-defined angle of incidence. The collimated illumination light beam may be uniform in the sense that has the same radiant power across its cross section. The collimated illumination light beam 18 may have a cross section that has a surface area of at least five micrometers. The same or similar lens system 16 is configured to collect reflected or transmitted illumination light reflected from or transmitted through the sample surface 20. Hence, preferably, the lens system 16 is positioned as close to the sample surface 20 as possible in order to ensure a high NA of the system. In
[0127] The system 1 further comprises an imaging system 22 that is configured to capture an image of said focal plane 14. The image represents a distribution in the focal plane of radiant power of the reflected or transmitted illumination light. An example of such captured image is shown in
[0128] In the embodiment of
[0129] Lens 6 may be an adjustable lens that allows to control whether the illumination light is focused on focal plane 14 or not. In the latter case, the illumination light 18 would be focused at the sample surface.
[0130] The systems and methods disclosed herein, for example one as shown in
[0131] In many cases one is interested in quantifying the response of the system under a well-defined angle of incidence. Therefore, the possibility of distinguishing the 20 response of the system based on the angle of incidence is relevant. Solar cells and photodetectors are examples of such structures that can benefit from well-defined illumination conditions. In addition, illumination of the sample with a well-defined angle of incidence significantly simplifies the analysis related to the diffraction orders. One of the challenges that this technique can overcome is providing visual inspection of the sample in addition to measuring the diffraction order. Generally, scatterometry is a non-imaging technique.
[0132] However, in this technology the 30 operator can simultaneously look at the sample using the microscope (visually) and measure the diffraction orders. This capability makes this technique more versatile to validate the properties of the samples. Significant advantages are provided, including but not limited to the following.
[0133] 1) Easy illumination of a sample with a well-defined angle of incidence through a microscope objective within its numerical aperture.
[0134] 2) Possibility to attain high-fluence non-focused illumination with a collimated beam under an objective due to the reduction of the beam diameter.
[0135] 3) Analysis of optical response of the investigated individual nanostructure is easier because of the efficient collection of this signal by a microscope objective.
[0136] 4) Possibility to investigate the directional emission of a nanostructure at the same time.
[0137] 5) Possibility of measuring angle-dependence of light absorption in individual nanostructures without electrical contacts.
[0138] 6) Possibility of large area scan.
[0139] 7) Using measurement of diffraction orders (e.g., efficiency, width) for quality control of periodic, quasi periodic (and aperiodic) structures.
[0140] 8) Sample independence.
[0141] An example of how these measurements are done is described below. The information is obtained in e.g. the back focal plane 14 of the objective lens and is imaged on e.g. a CCD camera 22 for further analysis. Several different criteria can be used to quantify the optical performance of the manufactured structures. The intensities of the obtained diffraction orders and their relative intensities with respect to the 0th order mode can quantify how efficient the grating is diffracting the light into the designated directions. In addition to the intensity, other metrics such as diffraction angles, full-width at half maximum are other metrics that can be used to estimate the performance of the sample or detect inhomogeneities in the sample.
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[0144] One aspect of this disclosure relates to a computer-implemented method for determining one or more dimensions of one or more structures based on captured images as described herein, and optionally based on reference images as described herein.
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[0147] The table below lists different properties for the three diffraction orders shown in
TABLE-US-00001 Diffrac- Peak Integrated Ration tion intensity Theta Phi Ratio intensity to 0.sup.th orders (10.sup.4) (deg) (deg) to 0th (10.sup.7) (integrated) Diff 0 2.6279 −0.41 2.81 1 3.033 1 Diff 1 1.2857 −0.32 55.74 0.49 3.509 0.12 Diff −1 3.6631 0.32 −52.94 1.39 2.7482 1.24
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[0149] In
[0150] As explained above, an image is captured for each orientation of the collimated illumination light beam. The one or more dimensions of the one or more structures can then be determined based on these images.
[0151] In particular,
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[0153] First a spatial light modulator 36 may be controlled to allow a first spatial portion 37 of illumination light 4 incident on the spatial light modulator 36 to pass through and travel to the sample surface. As a result, the illumination light may be focused on point 32 in the focal plane 14, giving rise to collimated illumination light beam 18. At the same time, the spatial light modulator may be controlled to allow a second spatial portion 40 of illumination light 4 incident on the spatial light modulator 36 to pass through and travel to the sample surface. As a result, the illumination light is focused on point 34 in the focal plane 14 giving rise to collimated illumination light beam 18′.
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[0155] The embodiment of
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[0157] After illumination of the sample with the collimated light, diffraction order such that their angle with respect to the optical axis fall within the numerical aperture of the objective lens 16 will be collected by the objective lens 16. These diffraction orders are focused on the back-focal plane of the objective lens 16. These orders can be imaged on a CCD camera 22 using an intermediate 12. In order to collect the diffraction orders that do not fit within the acceptance angle of the objective lens 12, the excitation can be displaced horizontally with respect to the optical axis. This displacement can be realized by placing the illumination unit (such as laser) on a translation stage (see
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[0159] The method and system disclosed herein enable to measure several diffraction orders simultaneously for a given orientation of the collimated illumination light beam, e.g. for a given angle of incidence. By combining simultaneous detection of the diffraction orders with the possibility of scanning the incidence angle, one can map out the radiant power, also referred to as the intensity, of the detected diffraction orders as a function of the incidence angle. This measurement mode provides a valuable dataset that can be used to characterize geometrical properties of the sample surface such as their pitch size, particle size and residual layer thickness. In addition, one can use this method for the in-depth quality inspection of the periodic structures with a high spatial resolution (50-100 micrometer).
[0160] Conventional approach for measuring intensities of diffraction orders as a function of different angles of incidence requires two scanning stage. With one scanning stage, the operator sets the angle of incidence while the other scanning stage measures diffracted orders by scanning the detector over different possible angles. Three main disadvantage of these system are as following:
[0161] 1—Long measurement times to measure the intensity of diffracted orders as a function of the incident angle.
[0162] 2—Limited detection angles
[0163] 3—Detection of the diffracted orders is limited to orders that are in the plane of the incident. Therefore, out-of-plane diffraction orders (for two-dimensional gratings) cannot be detected.
[0164] With the technology disclosed herein, due to the fact that the diffraction orders are imaged by the imaging system, the use of scanning detection arm is obviated. This feature allows us to collect diffracted orders over a much wider range in less than a second. In fact, the only limiting factor for collecting the diffraction orders (at a given angle of incidence) is just the numerical aperture of the objective lens.
[0165] An example of such measurements is shown in
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[0167] In the graphs of
[0168] Graphs 7A and 7B also simulated radiant powers for the corresponding diffraction orders, for corresponding angles of incidence for the collimated illumination light beam, for corresponding polarizations of the illumination light. The simulated radiant powers may also be referred to as a set of reference images, wherein each reference image is associated with an orientation of the collimated illumination light beam or with a polarization of the illumination light. In the particular case of
[0169] Graph 7A and 7B thus illustrate a comparison between captured images and a set of reference images. In this example, the reference images and the captured images are similar. Hence, based on this, it can be determined that the actual sample surface that was investigated is similar to the reference sample surface that was used to determine the simulated values shown in
[0170] The features that are visible in
[0171] The systems and methods disclosed herein also enable to precisely measure the layer thickness of thin films by just scanning the incidence angle on the thin films and measuring the radiant power, also referred to as intensity, of the reflected light. In
[0172] One of the possible upgrade on this instrument is to combine the CCD camera with polarimetry equipment to quantify the modification of the polarization of the incident beam due to the sample structures. The comparison between the polarization of the incident and detected light provides sensitive information about the structure of the sample, in particular allows to determine dimensions of one or more structures on the sample surface.
[0173] This instrument combined with polarimetry allows one to set a polarized illumination with a well-defined angle of incidence on a sample and probe the associated changes of the polarization on the sample.
[0174] Once the sample is illuminated under a well-defined angle of incidence, it generates a series of measurements for every angle of incidence that needs to be processed.
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[0176] Each region associated with a diffraction order comprises pixels that indicate a radiant power. Each pixel may indicate a respective radiant power. It should be appreciated that determining a radiant power associated with such a plurality of pixels in a region, for example a region as depicted in
[0177] A first step in the data processing is to plot all measured radiant powers as a function of the angles of incidence that are used in the measurements.
[0178] To reduce the influence of artifacts and noise that is introduced into the measurements due to the interference of these reflections with the main diffraction signals, the captured images may be processed as follows.
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[0180] Another step in analyzing the data is to normalize them by a proper reference. Normalizing by the reference removes the need of any further calibration in the system. These calibrations involve intensity of the diffracted light or any influence that aberrations in the optics can have on the results. The above described measurements on a silicon wafer may be used as a reference. Initially for every angle of incidence, the intensity of the diffraction for a certain order can be integrated over the pixel range, i.e. region, that the peak is measured. This approach efficiently removes most of the possible artifacts that are incorporated into the signal and/or any other irregularities that can be induced into the signal due to misalignment.
[0181] Afterward, the measurements on every samples is normalized by the measurements on the silicon wafer according to the following relation:
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[0185] As shown in
[0186] The memory elements 104 may include one or more physical memory devices such as, for example, local memory 108 and one or more bulk storage devices 110. The local memory may refer to random access memory or other non-persistent memory device(s) generally used during actual execution of the program code. A bulk storage device may be implemented as a hard drive or other persistent data storage device. The processing system 100 may also include one or more cache memories (not shown) that provide temporary storage of at least some program code in order to reduce the number of times program code must be retrieved from the bulk storage device 110 during execution.
[0187] Input/output (I/O) devices depicted as an input device 112 and an output device 114 optionally can be coupled to the data processing system. Examples of input devices may include, but are not limited to, a keyboard, a pointing device such as a mouse, a touch-sensitive display, or the like. Examples of output devices may include, but are not limited to, a monitor or a display, speakers, or the like. Input and/or output devices may be coupled to the data processing system either directly or through intervening I/O controllers.
[0188] In an embodiment, the input and the output devices may be implemented as a combined input/output device (illustrated in
[0189] A network adapter 116 may also be coupled to the data processing system to enable it to become coupled to other systems, computer systems, remote network devices, and/or remote storage devices through intervening private or public networks. The network adapter may comprise a data receiver for receiving data that is transmitted by said systems, devices and/or networks to the data processing system 100, and a data transmitter for transmitting data from the data processing system 100 to said systems, devices and/or networks. Modems, cable modems, and Ethernet cards are examples of different types of network adapter that may be used with the data processing system 100.
[0190] As pictured in
[0191] Various embodiments of the invention may be implemented as a program product for use with a computer system, where the program(s) of the program product define functions of the embodiments (including the methods described herein). In one embodiment, the program(s) can be contained on a variety of non-transitory computer-readable storage media, where, as used herein, the expression “non-transitory computer readable storage media” comprises all computer-readable media, with the sole exception being a transitory, propagating signal. In another embodiment, the program(s) can be contained on a variety of transitory computer-readable storage media. Illustrative computer-readable storage media include, but are not limited to: (i) non-writable storage media (e.g., read-only memory devices within a computer such as CD-ROM disks readable by a CD-ROM drive, ROM chips or any type of solid-state non-volatile semiconductor memory) on which information is permanently stored; and (ii) writable storage media (e.g., flash memory, floppy disks within a diskette drive or hard-disk drive or any type of solid-state random-access semiconductor memory) on which alterable information is stored. The computer program may be run on the processor 102 described herein.
[0192] The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used herein, the singular forms “a,” “an,” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms “comprises” and/or “comprising,” when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
[0193] The corresponding structures, materials, acts, and equivalents of all means or step plus function elements in the claims below are intended to include any structure, material, or act for performing the function in combination with other claimed elements as specifically claimed. The description of embodiments of the present invention has been presented for purposes of illustration, but is not intended to be exhaustive or limited to the implementations in the form disclosed. Many modifications and variations will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the present invention. The embodiments were chosen and described in order to best explain the principles and some practical applications of the present invention, and to enable others of ordinary skill in the art to understand the present invention for various embodiments with various modifications as are suited to the particular use contemplated.