Title :
GLRT-based detection in SIRV clutter with steering vector mismatches
Author :
Dai, Xin ; Cui, Guolong ; Kong, Lingjiang
Author_Institution :
Coll. of Autom., Chongqing Univ., Chongqing, China
Abstract :
This paper mainly deals with the problem of detecting a target in SIRV clutter with steering vector mismatches. Assuming that the mismatch of the steering vector is satisfied the conic constraint, the generalized likelihood ratio test (GLRT) is devised, and the geometry explain is presented for the derived solution. Meanwhile, fixed point estimate (FPE) of the covariance structure is adopted using the secondary data. Finally, we assess the performance of the derived test by Monte Carlo techniques, and several numerical results show that the derived test is consistent with the famous normalized matched filter (NMF), and has the ability to reject high mismatched signals.
Keywords :
Monte Carlo methods; clutter; GLRT-based detection; Monte Carlo techniques; SIRV clutter; fixed point estimate; generalized likelihood ratio test; normalized matched filter; spherically invariant random vector; steering vector mismatches; Clutter; Covariance matrix; Fluctuations; Radar detection; Receivers; Thyristors; GLRT; normalized matched filter (NMF); steering vector mismatches; the SIRV clutter;
Conference_Titel :
Advanced Communication Technology (ICACT), 2011 13th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-8830-8