TY - GEN
T1 - Multistatic passive detection in the presence of direct-path interference
AU - Zhang, Xin
AU - Li, Hongbin
AU - Himed, Braham
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/6/7
Y1 - 2017/6/7
N2 - This paper examines the target detection problem in multistatic passive radar with one non-cooperative illuminator of opportunity (IO) and multiple distributed receivers. Unlike most existing passive detectors which ignore the residual direct-path interference (DPI), we consider explicitly its effect and develop two new detectors under the conditions of known noise level and, respectively, when it is unknown. Another distinction from existing solutions is that the proposed detectors exploit the correlation of the IO waveform for passive detection. The proposed detectors are developed within the generalized likelihood ratio test (GLRT) framework, which involves non-linear estimation that is solved using the expectation-maximization algorithm. Numerical results are presented to illustrate the performance of the proposed methods and several well-known passive detectors.
AB - This paper examines the target detection problem in multistatic passive radar with one non-cooperative illuminator of opportunity (IO) and multiple distributed receivers. Unlike most existing passive detectors which ignore the residual direct-path interference (DPI), we consider explicitly its effect and develop two new detectors under the conditions of known noise level and, respectively, when it is unknown. Another distinction from existing solutions is that the proposed detectors exploit the correlation of the IO waveform for passive detection. The proposed detectors are developed within the generalized likelihood ratio test (GLRT) framework, which involves non-linear estimation that is solved using the expectation-maximization algorithm. Numerical results are presented to illustrate the performance of the proposed methods and several well-known passive detectors.
KW - Direct-path interference
KW - Generalized likelihood ratio test
KW - Multistatic detection
KW - Passive radar
UR - http://www.scopus.com/inward/record.url?scp=85021434539&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85021434539&partnerID=8YFLogxK
U2 - 10.1109/RADAR.2017.7944259
DO - 10.1109/RADAR.2017.7944259
M3 - Conference contribution
AN - SCOPUS:85021434539
T3 - 2017 IEEE Radar Conference, RadarConf 2017
SP - 524
EP - 529
BT - 2017 IEEE Radar Conference, RadarConf 2017
T2 - 2017 IEEE Radar Conference, RadarConf 2017
Y2 - 8 May 2017 through 12 May 2017
ER -