DocumentCode
1681356
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
fYear
2010
Firstpage
6825
Lastpage
6829
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);
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5554213
Filename
5554213
Link To Document