Title :
Conjugate gradient implementation method of multistage Wiener Filter
Author :
Wen, Xiaoqin ; Wang, Qiaoqiao ; You, Linru ; Han, Chongzhao
Author_Institution :
Sch. of Autom. Sci. & Eng., South China Univ. of Technol., Guangzhou, China
Abstract :
Multistage Wiener Filter is a reduced-rank adaptive signal process method. This paper introduces a new implement method of multistage wiener filter, namely conjugate gradient multistage wiener filter. This method inserts the conjugate gradient recursions into the generalized sidelobe canceller structure, and provides a constrained multistage wiener filter. Lastly apply this method to space-time adaptive processing, and Mountaintop data simulation results show that this conjugate gradient multistage wiener filter significantly enhance the processing performance for airborne surveillance application in practical complex environment, and reduce the computation burden..
Keywords :
Wiener filters; conjugate gradient methods; space-time adaptive processing; conjugate gradient implementation method; generalized sidelobe canceller structure; multistage Wiener filter; reduced-rank adaptive signal process; space-time adaptive processing; Arrays; Automation; Conferences; Educational institutions; Speech processing; Wiener filter; Multi-stage Wiener filter (MWF); conjugate gradient (CG); measure data; space-time adaptive processing (STAP);
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554213