Title :
A new adaptive polarization-space-time domain radar target detection algorithm for nonhomogeneous clutter environments
Author :
Park, Hyong-Rae ; Yang, Yeon-Sil ; Wang, Hong
Author_Institution :
Sch. of Electron., Telecommun. & Comput. Eng., Hankuk Aviation Univ., South Korea
Abstract :
A new adaptive radar target detection algorithm, called the polarization-space-time localized generalized likelihood ratio (PSTL-GLR) test shall be exploited, which is of significant use in nonhomogeneous clutter environments. The key idea of the PSTL-GLR algorithm is that the degree of freedom (DOF) is controlled to avoid a serious detection loss due to limited secondary data vectors by transforming the data from space-time domain to angle-Doppler domain, while maintaining high performance of the joint polarization-space-time processing. The detection performance of the proposed algorithm is derived analytically in terms of the probabilities of detection and false alarm, along with numerical evaluation to illustrate its efficiency in limited secondary data environments.
Keywords :
Doppler effect; polarisation; radar clutter; radar tracking; space-time adaptive processing; target tracking; DOF; angle-Doppler domain; degree of freedom; joint polarization-space-time processing; nonhomogeneous clutter environments; polarization-space-time localized generalized likelihood ratio test; radar target detection algorithm; Algorithm design and analysis; Covariance matrix; Object detection; Performance analysis; Polarization; Radar antennas; Radar applications; Radar clutter; Radar detection; Sensor arrays;
Conference_Titel :
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN :
0-7803-7946-2
DOI :
10.1109/ISSPA.2003.1224708