TY - GEN
T1 - MAR-model-based adaptive detection in space-time colored compound Gaussian clutter
AU - Xu, Qi
AU - Ma, Xiaochuan
AU - Yan, Shefeng
AU - Hao, Chengpeng
PY - 2011
Y1 - 2011
N2 - The problem of adaptive detection for a multichannel signal in space-time colored compound Gaussian clutter is studied. The speckle component of the clutter is modeled as a multichannel autoregressive (MAR) process. Firstly, assuming that the MAR parameters are known, we derive a parametric generalized likelihood ratio test (PGLRT) against compound Gaussian clutter. By replacing the ideal MAR parameters with their estimates based on training signals only, the adaptive PGLRT detectors are obtained. The simulation results confirm the effectiveness of the proposed adaptive detectors in training-limited situations.
AB - The problem of adaptive detection for a multichannel signal in space-time colored compound Gaussian clutter is studied. The speckle component of the clutter is modeled as a multichannel autoregressive (MAR) process. Firstly, assuming that the MAR parameters are known, we derive a parametric generalized likelihood ratio test (PGLRT) against compound Gaussian clutter. By replacing the ideal MAR parameters with their estimates based on training signals only, the adaptive PGLRT detectors are obtained. The simulation results confirm the effectiveness of the proposed adaptive detectors in training-limited situations.
KW - Compound Gaussian clutter
KW - Generalized likelihood ratio test (GLRT)
KW - Multichannel AR process
KW - Multichannel signal detection
UR - https://www.scopus.com/pages/publications/84858960540
U2 - 10.1109/CIE-Radar.2011.6159580
DO - 10.1109/CIE-Radar.2011.6159580
M3 - Conference contribution
AN - SCOPUS:84858960540
SN - 9781424484416
T3 - Proceedings of 2011 IEEE CIE International Conference on Radar, RADAR 2011
SP - 462
EP - 466
BT - Proceedings of 2011 IEEE CIE International Conference on Radar, RADAR 2011
PB - IEEE Computer Society
T2 - 2011 CIE International Conference on Radar, RADAR 2011
Y2 - 24 October 2011 through 27 October 2011
ER -