wideband inverse synthetic aperture radar (isar ...€¦ · aperture . 7/27/2011 igarss'11 17...
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Wideband Inverse Synthetic Aperture Radar (ISAR) Instrument to Explore Internal Structure of Small Planetary Bodies
Manohar Deshpande (Code 555), Mehdi Benna (Code 699) NASA Goddard Space Flight Center,
International Workshop on Instrument for Planetary Missions
Oct. 10, 2012
1. This work was supported by NASA’s IPP Program 2. Step Frequency Radar Instrument has been awarded US Patent in 2011
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10/10/2012 IPM'12 2
What are Science Objectives?
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10/10/2012 IPM12 3
Previous Missions Using Either Reflection or Transmission Tomography
Proposed Instrument Concept:
• Allows to perform both reflection & transmission tomography • Frequency Range 3-20 MHz • Bandwidth = 17 MHz (Instantaneous BW = 2 MHz, Overall BW = 17 MHz) • Penetration Depth = 10 km • Spatial Resolution = 8 m • Compact Antenna Size (3m)
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Low Frequency Transceiver for Orbiter
Phase Locked Receiver for Lander
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Low Frequency RF Tomography Hardware
Radar Signal Generation Data Processing Units
RF Front End Compact Low Frequency
Tunable Antenna
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Step Frequency Radar Operation
• Transmit multiple pulses of the same carrier frequency and record return signals ( to increase SNR) • Allow a time gap for electronic tuning of antenna • Increment the frequency and repeat these two steps
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• Microwave tomography – Measurement: For every position of orbiter, measure reflected and transmitted signal as a function of frequency. – Reflectivity Image (RCS Image)
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Data Processing and Retrieval Methods
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Radar
Inhomogeneous imaging area
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rrcs Range Image:
Cross-Range Image: )),((),( c
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rimage
Simple Mathematical Model
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• Retrieval Methods Used in Other Fields
– Medical imaging
– Non-destructive testing
– Industry process imaging
– Multi-phase flow monitoring
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Extension to Planetary subsurface sensing
Retrieval of Physical Parameters (Permittivity)
• Inverse Synthetic Aperture Radar (ISAR) processing gives 2-D reflectivity map. • From the reflectivity map it is necessary to estimate permittivity
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Inverse Algorithm
• Iterative Nonlinear Tikhonov Algorithm with Constraints (INTAC) (*)
• Validated with simulated data.
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(*) Xu, Feng, Manohar Deshpande, “Iterative Nonlinear Tikhonov Algorithm with Constraints for Electromagnetic Tomography,” Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Sept. 2011
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Measured Parameters
Estimated Parameters
Tikhonov Inverse
Sensitivity Matrix
Forward Model
Image Correction
Updated Image
Reduce Unknowns
+ -
+ +
Flow Chart of Parameter Retrieval Algorithm
Start with Initial Assumption
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Examples
• 2D ECT – 12 electrodes on circular boundary
– Two-phase system
– Ground truth: 5 rods
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iter. 100 iter. 200 iter. 300 iter. 400
iter. 500 iter. 600 iter. 700 iter. 800
Iter. 0 Iter. 2 Iter. 3 Iter. 8
Iter. 15 Iter. 30 Iter. 50 Iter. 100
ILBP
INTAC Higher resolution
Sharper
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0 10 20 30 40 50 60 70 80 90 10010
-4
10-2
100
102
Iteration
Capacitance M
SE
0 10 20 30 40 50 60 70 80 90 1000
1000
2000
3000
4000
Iteration
No o
f U
nknow
ns
Both MSE and number of unknowns quickly declined.
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Examples
• 3D ECT
– 3 rings
– each consists 4 electrodes
– cryogenic fuel tank under zero-gravity
– Two-phase system
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Reconstructed distribution of floating bubbles
Ground truth
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Examples
• Through-Wall Imaging – Fixed transmitter
– Sliding receiver
– Bandwidth: 110-190MHz
– Aperture: 120deg
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aperture
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7/27/2011 IGARSS'11 17
Conventional SAR image
Range resolution: 1.875m Cross-range resolution: 0.95m
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Image formed via INTAC
Sharper image Higher resolution
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Conclusions
• Wideband low frequency ISAR radar for planetary subsurface exploration
• INTAC parameter retrieval method is superior over conventional imaging methods for SAR processing
• INTAC incorporates a priori knowledge to eliminate uncertainties
• Require fast forward model for real-time application
• Seeking partnership with others for deployment to perform field testing
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