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