DocumentCode :
31997
Title :
Gaussian Target Detection in Multipath Clutter With Single-Antenna Time Reversal
Author :
O´Donoughue, N. ; Moura, Jose M. F.
Author_Institution :
MIT Lincoln Lab., Lexington, MA, USA
Volume :
61
Issue :
15
fYear :
2013
fDate :
Aug.1, 2013
Firstpage :
3733
Lastpage :
3744
Abstract :
We derive the time reversal likelihood ratio optimal detector for a target in stationary random multipath clutter, extending prior work where both are assumed to be deterministic. We suppress the stationary clutter through adaptive power allocation. We show that the Time Reversal Likelihood Ratio Test performs much better than the conventional Weighted Energy Detector. We provide analytical results on the performance of the time reversal detector by approximating it with the Time Reversal Linear Quadratic detector, which models the received signal as a Complex Gaussian. Our simulations show that the Linear Quadratic detector is a good approximation to the Time Reversal Likelihood Ratio Test and that both show a significant improvement of 4 to 7 dB effective signal-to-noise ratio gain over the Weighted Energy Detector. This gain is dependent on the target and clutter power spectral densities.
Keywords :
radar antennas; radar clutter; radar detection; radar signal processing; random processes; spectral analysis; Gaussian target detection; adaptive power allocation; clutter power spectral density; complex Gaussian; conventional weighted energy detector; received signal; signal-to-noise ratio gain; single-antenna time reversal; stationary clutter; stationary random multipath clutter; time reversal detector; time reversal likelihood ratio optimal detector; time reversal likelihood ratio test; time reversal linear quadratic detector; Gaussian detection; likelihood ratio test; linear-quadratic detector; time reversal;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2013.2259484
Filename :
6507248
Link To Document :
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