Title :
A Two-Stage Hybrid Space-Time Adaptive Processing Approach
Author :
Wen, Xiao-Qin ; You, Lin-Ru ; Bi, Shu-E
Author_Institution :
South China Univ. of Technol., Guangzhou
Abstract :
This paper presents a new two stage hybrid space-time adaptive processing (STAP) algorithm, which combine space-time multiple-beam (STMB) architecture and direct data domain (DDD) approach. The proposed two stage hybrid algorithm use the direct data domain approach as the first stage to suppress discrete interference in the range cell under test and use STMB method as the second stage to suppress the residue correlated interference. Therefore this approach takes advantage of the DDD and STMB method and alleviates their drawback, so it can suppress discrete interference and correlated interference simultaneously.
Keywords :
interference (signal); multibeam antennas; space-time adaptive processing; direct data domain; discrete interference; residue correlated interference; space-time adaptive processing; space-time multiple-beam architecture; two stage hybrid algorithm; Clutter; Covariance matrix; Cybernetics; Data engineering; Doppler radar; Interference suppression; Jamming; Machine learning; Space technology; Testing; Direct data domain approach; Space-Time adaptive processing; Space-time multiple-beam architecture;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370580