DocumentCode :
1755151
Title :
Detection in Passive MIMO Radar Networks
Author :
Hack, Daniel E. ; Patton, Lee K. ; Himed, Braham ; Saville, Michael A.
Author_Institution :
Matrix Res., Dayton, OH, USA
Volume :
62
Issue :
11
fYear :
2014
fDate :
41791
Firstpage :
2999
Lastpage :
3012
Abstract :
This paper addresses target detection in passive multiple-input multiple-output (MIMO) radar networks comprised of non-cooperative transmitters and multichannel receivers. A generalized likelihood ratio test is derived, and approximate test statistic distributions are presented for both hypotheses under common scenario conditions. Analysis and simulation results show that this detector outperforms other passive MIMO radar detectors because it exploits more correlations within the measurement data. This detector is also compared against related detectors for active MIMO radar and passive source localization sensor networks. These comparisons reveal that passive MIMO radar detection performance varies between active MIMO radar and passive source localization detection performance as a function of direct-path signal quality. Therefore, passive MIMO radar unifies active MIMO radar and passive source localization sensor networks in a common theoretical framework.
Keywords :
MIMO radar; maximum likelihood detection; object detection; passive radar; radar detection; radar receivers; radar transmitters; sensor placement; statistical distributions; active MIMO radar; approximate test statistic distribution; direct path signal quality; generalized likelihood ratio test; multichannel receiver; multiple input multiple output; noncooperative transmitter; passive MIMO radar detector; passive MIMO radar network; passive source localization detection performance; passive source localization sensor network; target detection; Arrays; Correlation; Detectors; MIMO radar; Receivers; Surveillance; Transmitters; MIMO radar; Passive radar; passive MIMO radar; passive multistatic radar; passive source localization;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2014.2319776
Filename :
6803957
Link To Document :
بازگشت