Title :
A simple and effective reduced-rank STAP approach
Author :
Wei, Wang ; Shaohong, Li ; Shiyi, Mao
Author_Institution :
Beijing Univ. of Aeronaut. & Astronaut., China
Abstract :
By taking advantage of the low rank property of the covariance matrix, the clutter-rejection performance of the reduced-rank processor would be as close as possible to the optimum adaptive processing (GAP). Although a lot of existing literature concerned with the problem of this sub-optimum processor design, the selection of the subspace and reduced rank transformation which is easy to be implemented in real time is still an open research area. A simple and effective method which is termed the non-clutter channel (NCC) method, is presented. Through a theoretical analysis and simulation, it is shown that this approach can be fulfilled at low computational cost with good performance
Keywords :
adaptive radar; interference suppression; radar clutter; radar signal processing; space-time adaptive processing; adaptive radar methods; clutter-rejection performance; covariance matrix; low computational cost; low rank property; nonclutter channel method; optimum adaptive processing; performance; radar systems; reduced rank transformation; reduced-rank STAP; reduced-rank processor; simulation; sub-optimum processor design; subspace selection; Analytical models; Clutter; Computational complexity; Computational modeling; Costs; Covariance matrix; Performance analysis; Radar antennas; Signal to noise ratio; Spaceborne radar;
Conference_Titel :
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-5747-7
DOI :
10.1109/ICOSP.2000.894519