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Compressive-Sensing-for-Microwave-Imaging

This package contains Matlab code and GUI for Microwave Imaging using the Compressive Sensing Method

All work was done in the Dept. of ECE, Missouri University of Science and Technology, Rolla, MO, 65409.

The Matlab code and GUI were developed by Zengli Yang, June 2011-May 2014. The C programs in subdirectory “util” was developed by Toby Case in 2011 and is copyright protected under software package SAIL.
The user Instruction was written by Xiahan Yang Nov 2014.

For further information, please contact Dr. Y. Rosa Zheng at yrz218@lehigh.edu, tel: 610-758-5499.

Matlab Files:

CS3.m: the top matlab script to run the package

CS3.fig: GUI for the package

perform_CS.m: function called by CS3.m to perform the conjugate gradient algorithm for compressive sensing image recovery

Reference papers:

H. Kajbaf, J.T. Case, Z. Yang, and Y.R. Zheng, “Compressed Sensing for SAR-Based Wideband Three-dimensional Microwave Imaging System Using Nonuniform Fast Fourier Transform,” IET Radar, Sonar and Navigation, vol. 7, no. 6, pp. 658 – 670, July 2013.

Z. Yang and Y.R. Zheng, “A comparative study of sparse methods for 3-D synthetic aperture radar image reconstruction,” Elsevier DSP, vol. 32, pp. 24-33, Sept. 2014.

X. Yang, Y.R. Zheng, M. T. Ghasr, and K. Donnell Hilgedick, “Microwave Imaging from Sparse Measurements for Nearfield Synthetic Aperture Radar (SAR),” IEEE Trans. Instrument. Measurement, vol. 66, no. 10, pp. 2680 – 2692, July, 2017.

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