• 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