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2013-03-29
Compressed Sensing Based Track Before Detect Algorithm for Airborne Radars
By
Progress In Electromagnetics Research, Vol. 138, 433-451, 2013
Abstract
This paper presents a novel compressed sensing based track before detect (CS-TBD) algorithm. The proposed algorithm reconstructs the whole radar scenario (direction of arrival (DOA)-Doppler plane) for each range gate at consecutive scans using an improved stagewise orthogonal matching pursuit (StOMP) algorithm, resulting in a three-dimensional range-DOA-Doppler space. It then performs temporal tracking in the newly built three-dimensional range-DOA-Doppler space, based on the information from multiple illuminations during each scan, as well as among consecutive scans. In the proposed CS-TBD algorithm, the improved StOMP algorithm together with the temporal tracking, can effectively distinguish true targets from false targets and clutter based on information from multiple illuminations.
Citation
Jing Liu Chong Zhao Han Xiang Hua Yao Feng Lian , "Compressed Sensing Based Track Before Detect Algorithm for Airborne Radars," Progress In Electromagnetics Research, Vol. 138, 433-451, 2013.
doi:10.2528/PIER13022006
http://www.jpier.org/PIER/pier.php?paper=13022006
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