SYSTEMS AND METHODS FOR PHOTOREFLECTANCE SPECTROSCOPY USING PARALLEL DEMODULATION
20230084219 · 2023-03-16
Inventors
Cpc classification
G01N21/31
PHYSICS
G01N21/1717
PHYSICS
International classification
G01N21/95
PHYSICS
G01N21/17
PHYSICS
G01N21/31
PHYSICS
Abstract
A rapid photoreflectance spectroscopy technique using parallel demodulation has been developed. A high-speed spectroscopic photo-reflectometer comprising an intensity modulated pump laser beam to modulate the reflectivity of a semiconductor sample and a second spectroscopic probe light beam to measure the modulated reflectance of the sample is disclosed. The modulated pump beam is focused onto the sample where it interacts with the sample. The spectroscopic probe beam is focused onto the sample where it is reflected. The reflected probe beam is collected and its constituent wavelengths are dispersed onto a compact photosensor array further comprising a parallel demodulation circuit for each photosensor element. Demodulated signals may then be passed to a computer for recordation and/or further analysis. A fit to the data may then be performed using standard nonlinear regression techniques, thereby providing rapid characterization of the sample material and/or electronic properties.
Claims
1. An apparatus for acquiring spectroscopic photoreflectance data, comprising: (a) a pump laser source operable to provide an intensity modulated pump laser beam suitable for inducing time periodic changes in the reflectance of a sample; (b) a broad-spectrum probe light source operable to provide a spectroscopic probe light beam suitable for detecting pump induced changes in the reflectance of the sample; (c) an optical system operable to direct the pump laser beam and the spectroscopic probe light beam onto the sample, and to collect and direct reflected probe light into a spectrometer; (d) a spectrometer operable to receive the reflected probe light and to disperse the reflected probe light into its constituent wavelengths at the spectrometer exit; (e) a lock-in camera fixtured at the spectrometer exit operable to generate an electrical signal proportional to the reflected probe light intensity at each camera pixel, wherein each pixel comprises a demodulation circuit operable to output a demodulated signal corresponding to time periodic changes in the reflected probe light intensity; and (f) a computer operable to receive and record a plurality of demodulated output signals, said plurality comprising spectroscopic photoreflectance data.
2. The apparatus of claim 1, wherein the broad-spectrum probe light source comprises a laser driven light source.
3. The apparatus of claim 1, further comprising a computer program, embodied on a non-transitory computer readable medium, comprising executable code to perform a nonlinear regression analysis using spectroscopic photoreflectance data to determine at least one material or electronic property of the sample.
4. An apparatus for acquiring spectroscopic photoreflectance data, comprising: (a) a pump laser source operable to provide an intensity modulated pump laser beam suitable for inducing time periodic changes in the reflectance of a sample; (b) a broad-spectrum probe light source operable to provide a spectroscopic probe light beam suitable for detecting pump induced changes in the reflectance of the sample; (c) an optical system operable to direct the pump laser beam and the spectroscopic probe light beam onto the sample, and to collect and direct reflected probe light into a spectrometer; (d) a spectrometer operable to receive the reflected probe light and to disperse the reflected probe light into its constituent wavelengths at the spectrometer exit; (e) a photosensor array fixtured at the spectrometer exit operable to generate an electrical signal proportional to the reflected probe light intensity at each photosensor element, (f) a multichannel lock-in amplifier operable to output a plurality of demodulated signals corresponding to time periodic changes in the reflected probe light intensity at each photosensor element; and (g) a computer operable to receive and record the plurality of demodulated output signals, said plurality comprising spectroscopic photoreflectance data.
5. The apparatus of claim 4, wherein the broad-spectrum probe light source comprises a laser driven light source.
6. The apparatus of claim 4, wherein the photosensor array comprises an avalanche photodiode array.
7. The apparatus of claim 4, wherein the multichannel lock-in amplifier comprises a field programmable gate array.
8. The apparatus of claim 4, further comprising a computer program, embodied on a non-transitory computer readable medium, comprising executable code to perform a nonlinear regression analysis using spectroscopic photoreflectance data to determine at least one material or electronic property of the sample.
9. A method of acquiring spectroscopic photoreflectance data, the method comprising the steps of: (a) directing an intensity modulated pump laser beam onto of a surface of a sample to produce a time periodic modulation of the reflectance of the sample; (b) directing a spectroscopic probe light beam onto at least a portion of the area obtaining the time periodic modulation of the reflectance, wherein the probe light beam comprises at least one wavelength suitable for detecting the induced changes in the reflectivity of the sample; (c) collecting spectroscopic probe light reflected from the sample and dispersing it into its constituent wavelengths; (d) directing the dispersed probe light onto a photosensor array to produce a plurality of electrical signals corresponding to changes in reflected probe light intensity as a function of wavelength; (e) demodulating the plurality of electrical signals using a plurality of demodulation circuits, wherein each demodulation circuit is communicatively connected to an individual photosensor element of the photosensor array, to produce a plurality of demodulated signals, said plurality of demodulated signals comprising spectroscopic photoreflectance data; and (f) recording the spectroscopic photoreflectance data.
10. The method of claim 9, wherein the spectroscopic probe light beam is generated from a laser driven light source.
11. The method of claim 9, wherein the photosensor array comprises a plurality of integrated demodulation circuits, wherein each demodulation circuit is communicatively connected to an individual photosensor element of the photosensor array.
12. The method of claim 9, wherein the photosensor array comprises a lock-in camera.
13. The method of claim 9, wherein the photosensor array comprises an avalanche photodiode array.
14. The method of claim 9, wherein the step of demodulating the plurality of electrical signals is performed by a multichannel lock-in amplifier.
15. The method of claim 9, further comprising: performing a nonlinear regression analysis using the recorded spectroscopic photoreflectance data to determine at least one material or electronic property of the sample.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0014] The following drawings form part of the present specification and are included to further demonstrate certain aspects of the present disclosure. The disclosure may be better understood by reference to one or more of these drawings in combination with the detailed description of specific embodiments presented herein.
[0015]
[0016]
DETAILED DESCRIPTION
[0017] The following discusses embodiments of systems and methods of photoreflectance spectroscopy using parallel demodulation for the rapid characterization of the material and/or electronic properties of semiconductor structures. The specific embodiments discussed herein are merely illustrative of specific ways to make and/or use the invention and are not intended to limit the scope of the claims.
[0018] Turning now descriptively to the drawings,
[0019] In an exemplary embodiment, the invention comprises a CMOS-based lock-in camera. CMOS lock-in cameras perform on-pixel lock-in detection by transferring the charge accumulated on a pixel sequentially between four wells (capacitors), with the cycle period matching the applied modulation frequency. In particular, the voltage measured across the first and third well represents an “in-phase” signal, whereas the voltage measured across the second and fourth well represents a “quadrature” signal. Low-pass filtering is performed by accumulating the charges over many modulation periods before reading out the pixel value. In one embodiment the lock-in camera comprises the “heliCam™ C3.1.1-CP-ML1” available from Heliotis AG. The lock-in feature of this camera provides a sensitivity improvement of up to two orders of magnitude over the equivalent non-lock-in full well capacity, resulting in sensitivities ˜10.sup.−5 (thus enabling multichannel detection of photoreflectance signals ˜10.sup.−5 or greater). Other embodiments include any compact array of photosensor elements functional for detecting the dispersed probe light beam and further comprising a demodulation circuit for each photosensor element such as described in U.S. Pat. No. 7,595,476 issued Sep. 29, 2009, to Beer et al. (which is incorporated herein by reference in its entirety).
[0020] Alternatively, the spectrometer 105 may disperse the reflected probe light into its constituent wavelengths and project these wavelengths onto a photosensor array (such as a linear photodiode array or an avalanche photodiode array) fixtured at the spectrometer exit. In this case the modulated output signals (voltage or current) from the photosensor array may be passed to a multichannel lock-in amplifier, which measures the output signals. (The reference signal may be generated by the lock-in amplifier or an external signal generator, as is known in the art.) The measured signals are then transmitted to the computer 107, for recordation and/or further analysis.
[0021] A computer program residing on the computer 107 may also be used to evaluate the material and/or electronic properties of the sample 108. For example, in order to provide an optimum fit to the spectroscopic photoreflectance data (and to thereby evaluate the material and/or electronic properties of the sample), a nonlinear regression analysis may be used to adjust the variables within a nonlinear equation of the form ΔR/R=Re[Ae.sup.iθ/(E−E.sub.o+iΓ).sup.m], where A and θ are amplitude and phase factors, respectively, E is the photon energy, E.sub.o is the interband transition energy, Γ is the transition width, and m depends on the dimensionality of the density of states (see, e.g., Misiewicz 1999). It is to be appreciated the fit procedure is performed by a computer program, embodied on a non-transitory computer readable medium (including any medium that facilitates transfer of a computer program from one location to another), comprising executable code effective to receive spectroscopic photoreflectance data, initial guesses for variable parameters, to perform the nonlinear regression analysis, and to output the best-fit parameters, a statistical estimate of the error in the output parameters, and an overall “goodness-of-fit” measure, as necessary. Thus a computer program residing on a physically separated computer, a remote server, or the like, may be used to perform the nonlinear regression analysis in accord with the embodiments, such use falling within the scope of the disclosure.
[0022] The embodied techniques of the present disclosure may be accomplished using a variety of optical arrangements, elements, or focal geometries, including, for example, focusing the both the pump and probe beams onto the sample at normal incidence. For example, as shown in
[0023] As previously discussed, the computer 107 may perform a fit to the photoreflectance data using standard nonlinear regression techniques to determine the interband transition energies, amplitudes, widths, etc. of semiconductor material within the sample 108. Thus, the systems and methods for photoreflectance spectroscopy using parallel demodulation disclosed herein enable the rapid evaluation of the material and/or electronic properties of semiconductor samples.
[0024] In the foregoing, therefore, the invention has been described with reference to specific embodiments. Although certain operations and elements for operation are disclosed, numerous other steps, operations, similar elements, processes and methods, as well as suitable modifications and equivalents may be resorted to, all falling within the scope of the disclosure. Accordingly, the specification and figures are to be regarded in an illustrative rather than a restrictive sense, and all such modifications substitutions, deletions, and additions are intended to be included within the scope of the invention.
[0025] The disclosures of all patents, patent applications, and publications cited herein are hereby incorporated herein by reference in their entirety, to the extent that they provide exemplary, procedural, or other details supplementary to those set forth herein.