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Rapid Metrology www.frontiersemi.com 1
Polarization resolved grazing angle scatterometry for
in-situ monitoring of roughness for diffusers for light-
emitting device manufacturing
W. J. Walecki, Peter S. Walecki1,
Eve S. Walecki2, Abigail S. Walecki3
Frontier Semiconductor
1 now at Brown University
2 now at University of Florida
3 now at Florida Atlantic University
Frontier Semiconductor
Rapid Metrology www.frontiersemi.com 2
Main Advantages
● Immunity to vibration
● Immunity to stray light
● Eye safe measurements
● OEM specific solutions
● Non-contact
● Robust
● Simple
● Vacuum compatible
Rapid Metrology www.frontiersemi.com 3
Stray Light Rejection (same as EPD platform)
No Lamp Fluorescent 15 W
LWD = 20''
Fluorescent 15 W
40 = 40'' '' LWD
Incandescent 40W
LWD = 20''
Incandescent 40W
LWD = 40''
0
1
2
3
4
Experimental Conditions
AverageSignalatN=100,t=0.1sec(0.1xVolt)
Dependence of signal on
stray light illumination for
various sourced and
various lamp-wafer
distances (LWD)
One can place a typical
desk lamp 50 cm from
probe without affecting
signal
Stray Light Rejection – Signal is not affected by the presence of stray
light
Rapid Metrology www.frontiersemi.com 4
Stray Light Rejection (same as EPD platform)
Stray Light Rejection –
we observed only very small increase of noise by presence of the very
strong stray light sources
No Lamp Fluorescent 15 W
WD = 20''
Fluorescent 15 W
40 = 40'' '' WD
Incandescent
40W WD = 20''
Incandescent
40W WD = 40''
0
0.01
0.02
0.03
0.04
0.05
Experimental Conditions
RelativeNoiseofsingleshotN=100,t=0.1sec
Dependence of noise on
stray light illumination for
various sourced various
lamp-wafer distances
(LWD)
One can place a typical desk
lamp 50 cm – 100 cm
from probe without affecting
noise too much
Rapid Metrology www.frontiersemi.com 5
Principle of Operation
• Low angle of incidence: GaN appears matte
– DIFFUSE Reflection
GaN Diffuser
Diffuse Reflection
Matte, non-mirror-like
appearance
• Oblique angle: GaN appears mirror-like
– SPECULAR reflection
Same GaN Diffuser
But now we observe
SPECULAR reflection
Rapid Metrology www.frontiersemi.com 6
Same Principle works for Metals too!
• Low angle of incidence: Metal appears diffusing (make reference
to other paper too)
– DIFFUSE Reflection
Rough metal
Diffuse Reflection
• Oblique angle: Metal appears mirror-like
– SPECULAR reflection
Same surface
But now we observe
SPECULAR reflection
Rapid Metrology www.frontiersemi.com 7
Calibration
• System was calibrated used a nickel
roughness standard meeting
ANSI/ASME B46.1
• Data on GaN was compared with data
from measured atomic force
microscopy (AFM) scans
• Excellent metrology for measurement
of very rough samples
Rapid Metrology www.frontiersemi.com 8
Calibration of system on GaN diffusers vs AFM
Excellent agreement between AFM and optical data
Rapid Metrology www.frontiersemi.com 9
Simulation results: Grazing Scattering
1.00E+00
1.00E+01
1.00E+02
0.0001 0.001 0.01 0.1
PeakIntensity(arb.units)
sigma(mm)
75º
No significant difference for S and P polarization
Rapid Metrology www.frontiersemi.com 10
Results of simulations dependence on polarization
75º
No significant difference for S and P polarization.
No significant depolarization in specular regime.
Speckle in S polarization Speckle in P polarization
σ = 1.0 µm λ = 0.50 µm
Rapid Metrology www.frontiersemi.com 11
Results of simulations: Beam spreading as function of
roughness
75º
No significant difference for S and P polarization.
No significant depolarization in specular regime.
σ = 1.0 µm
λ = 0.50 µm
σ = 4.0 µm σ = 10 µm
Rapid Metrology www.frontiersemi.com 12
Results of simulations: Backscatter geometry
45º
Significant difference for S and P polarization.
Significant depolarization for rough samples.
Sample tilted
along X axis
1.00E-05
1.00E-04
1.00E-03
1.00E-02
1.00E-01
1.00E+00
0.01 0.1 1
Signal(arb.units)
Sigma (mm)
Incident polarization X Detector
polarization Y
Incident polarization X Detector
polarization X
Depolarization caused
by multiple reflections
Rapid Metrology www.frontiersemi.com 13
Hardware constraints
Rapid Metrology www.frontiersemi.com 14
Rapid improvement in the century old interest in rough surface
scatterometry measurements
ℎ <
𝜆
8 cos 𝜃
𝜃 𝜃𝜃 𝜃
𝜃 𝜃
Condition for specular reflection
For grazing angle h can be much larger than wavelength
Rapid Metrology www.frontiersemi.com 15
Large roughness metrology
RMS roughness range: 200 nm - 5000 nm (equivalent 0.2 um - 5
um)
wavelength selected for application in range 650 nm - 820 nm
Total System Accuracy: 5%
Total System Linearity: 2%
Repeatability: 2%
Data acquisition time 0.1 s - 0.7 s
For much larger roughness up to 50 um we may use special mid infrared
beam solution
Please note: all specifications subject to change
Rapid Metrology www.frontiersemi.com 16
Summary
Main conclusions: We have developed a system with the following advantages:
– The polarization effects are important for very rough samples in backscattering geometry, can be
used for characterization of very rough samples
– Forward scattered light at grazing angle is not significantly depolarized – polarization can be
used to rejects some stray light
In addition: We have developed a system featuring:
– Rapid Data Acquisition (<1s/point)
– Vibration Immunity
– Stray light rejection
– Eye safe operation
– Ease of integration (Commercial Solution Avail.)
– Compatible with vacuum
– Can work through windows
– Immunity to stray light through modulation
– Small footprint (~4 sq. ft.)
– Large working distance
Rapid Metrology www.frontiersemi.com 17
References
[1] Billingsley, J. Barrie. Low-angle radar land clutter: measurements and empirical
models. IET, 2002.
[2] Stover, John C. Optical scattering: measurement and analysis. Vol. 2. Bellingham:
SPIE optical engineering press, 1995.
[3] Ngan, Addy et al. "Experimental Analysis of BRDF Models." Rendering
Techniques 2005.16th (2005): 2.
[4] Speicher, Andy. Identification of geostationary satellites using polarization data
from unresolved images. Diss. UNIVERSITY OF DENVER, 2015.
[5] Belcour, Laurent, et al. "Bidirectional reflectance distribution function
measurements and analysis of retroreflective materials." JOSA A 31.12 (2014): 2561-
2572.
[6] Elfouhaily, Tanos Mikhael, et al. "A critical survey of approximate scattering wave
theories from random rough surfaces." Waves in Random Media 14.4 (2004): R1-R40.
[7] Walecki, Wojciech, et al. "Robust diffuser and roughness metrology tool for LED
manufacturing." SPIE OPTO. International Society for Optics and Photonics, 2015.

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FSM roughness metrology for diffusers and very rough surfaces phot west 17 b

  • 1. Rapid Metrology www.frontiersemi.com 1 Polarization resolved grazing angle scatterometry for in-situ monitoring of roughness for diffusers for light- emitting device manufacturing W. J. Walecki, Peter S. Walecki1, Eve S. Walecki2, Abigail S. Walecki3 Frontier Semiconductor 1 now at Brown University 2 now at University of Florida 3 now at Florida Atlantic University Frontier Semiconductor
  • 2. Rapid Metrology www.frontiersemi.com 2 Main Advantages ● Immunity to vibration ● Immunity to stray light ● Eye safe measurements ● OEM specific solutions ● Non-contact ● Robust ● Simple ● Vacuum compatible
  • 3. Rapid Metrology www.frontiersemi.com 3 Stray Light Rejection (same as EPD platform) No Lamp Fluorescent 15 W LWD = 20'' Fluorescent 15 W 40 = 40'' '' LWD Incandescent 40W LWD = 20'' Incandescent 40W LWD = 40'' 0 1 2 3 4 Experimental Conditions AverageSignalatN=100,t=0.1sec(0.1xVolt) Dependence of signal on stray light illumination for various sourced and various lamp-wafer distances (LWD) One can place a typical desk lamp 50 cm from probe without affecting signal Stray Light Rejection – Signal is not affected by the presence of stray light
  • 4. Rapid Metrology www.frontiersemi.com 4 Stray Light Rejection (same as EPD platform) Stray Light Rejection – we observed only very small increase of noise by presence of the very strong stray light sources No Lamp Fluorescent 15 W WD = 20'' Fluorescent 15 W 40 = 40'' '' WD Incandescent 40W WD = 20'' Incandescent 40W WD = 40'' 0 0.01 0.02 0.03 0.04 0.05 Experimental Conditions RelativeNoiseofsingleshotN=100,t=0.1sec Dependence of noise on stray light illumination for various sourced various lamp-wafer distances (LWD) One can place a typical desk lamp 50 cm – 100 cm from probe without affecting noise too much
  • 5. Rapid Metrology www.frontiersemi.com 5 Principle of Operation • Low angle of incidence: GaN appears matte – DIFFUSE Reflection GaN Diffuser Diffuse Reflection Matte, non-mirror-like appearance • Oblique angle: GaN appears mirror-like – SPECULAR reflection Same GaN Diffuser But now we observe SPECULAR reflection
  • 6. Rapid Metrology www.frontiersemi.com 6 Same Principle works for Metals too! • Low angle of incidence: Metal appears diffusing (make reference to other paper too) – DIFFUSE Reflection Rough metal Diffuse Reflection • Oblique angle: Metal appears mirror-like – SPECULAR reflection Same surface But now we observe SPECULAR reflection
  • 7. Rapid Metrology www.frontiersemi.com 7 Calibration • System was calibrated used a nickel roughness standard meeting ANSI/ASME B46.1 • Data on GaN was compared with data from measured atomic force microscopy (AFM) scans • Excellent metrology for measurement of very rough samples
  • 8. Rapid Metrology www.frontiersemi.com 8 Calibration of system on GaN diffusers vs AFM Excellent agreement between AFM and optical data
  • 9. Rapid Metrology www.frontiersemi.com 9 Simulation results: Grazing Scattering 1.00E+00 1.00E+01 1.00E+02 0.0001 0.001 0.01 0.1 PeakIntensity(arb.units) sigma(mm) 75º No significant difference for S and P polarization
  • 10. Rapid Metrology www.frontiersemi.com 10 Results of simulations dependence on polarization 75º No significant difference for S and P polarization. No significant depolarization in specular regime. Speckle in S polarization Speckle in P polarization σ = 1.0 µm λ = 0.50 µm
  • 11. Rapid Metrology www.frontiersemi.com 11 Results of simulations: Beam spreading as function of roughness 75º No significant difference for S and P polarization. No significant depolarization in specular regime. σ = 1.0 µm λ = 0.50 µm σ = 4.0 µm σ = 10 µm
  • 12. Rapid Metrology www.frontiersemi.com 12 Results of simulations: Backscatter geometry 45º Significant difference for S and P polarization. Significant depolarization for rough samples. Sample tilted along X axis 1.00E-05 1.00E-04 1.00E-03 1.00E-02 1.00E-01 1.00E+00 0.01 0.1 1 Signal(arb.units) Sigma (mm) Incident polarization X Detector polarization Y Incident polarization X Detector polarization X Depolarization caused by multiple reflections
  • 13. Rapid Metrology www.frontiersemi.com 13 Hardware constraints
  • 14. Rapid Metrology www.frontiersemi.com 14 Rapid improvement in the century old interest in rough surface scatterometry measurements ℎ < 𝜆 8 cos 𝜃 𝜃 𝜃𝜃 𝜃 𝜃 𝜃 Condition for specular reflection For grazing angle h can be much larger than wavelength
  • 15. Rapid Metrology www.frontiersemi.com 15 Large roughness metrology RMS roughness range: 200 nm - 5000 nm (equivalent 0.2 um - 5 um) wavelength selected for application in range 650 nm - 820 nm Total System Accuracy: 5% Total System Linearity: 2% Repeatability: 2% Data acquisition time 0.1 s - 0.7 s For much larger roughness up to 50 um we may use special mid infrared beam solution Please note: all specifications subject to change
  • 16. Rapid Metrology www.frontiersemi.com 16 Summary Main conclusions: We have developed a system with the following advantages: – The polarization effects are important for very rough samples in backscattering geometry, can be used for characterization of very rough samples – Forward scattered light at grazing angle is not significantly depolarized – polarization can be used to rejects some stray light In addition: We have developed a system featuring: – Rapid Data Acquisition (<1s/point) – Vibration Immunity – Stray light rejection – Eye safe operation – Ease of integration (Commercial Solution Avail.) – Compatible with vacuum – Can work through windows – Immunity to stray light through modulation – Small footprint (~4 sq. ft.) – Large working distance
  • 17. Rapid Metrology www.frontiersemi.com 17 References [1] Billingsley, J. Barrie. Low-angle radar land clutter: measurements and empirical models. IET, 2002. [2] Stover, John C. Optical scattering: measurement and analysis. Vol. 2. Bellingham: SPIE optical engineering press, 1995. [3] Ngan, Addy et al. "Experimental Analysis of BRDF Models." Rendering Techniques 2005.16th (2005): 2. [4] Speicher, Andy. Identification of geostationary satellites using polarization data from unresolved images. Diss. UNIVERSITY OF DENVER, 2015. [5] Belcour, Laurent, et al. "Bidirectional reflectance distribution function measurements and analysis of retroreflective materials." JOSA A 31.12 (2014): 2561- 2572. [6] Elfouhaily, Tanos Mikhael, et al. "A critical survey of approximate scattering wave theories from random rough surfaces." Waves in Random Media 14.4 (2004): R1-R40. [7] Walecki, Wojciech, et al. "Robust diffuser and roughness metrology tool for LED manufacturing." SPIE OPTO. International Society for Optics and Photonics, 2015.