• DocumentCode
    2891329
  • Title

    FPGA implementation of affine projection adaptive filter using coordinate descent iterations

  • Author

    Liu, Jie ; Zakharov, Yuriy

  • Author_Institution
    RF Engines Ltd., UK
  • fYear
    2010
  • fDate
    19-22 Sept. 2010
  • Firstpage
    374
  • Lastpage
    378
  • Abstract
    In this paper, we present an FPGA implementation of a low complexity affine projection (AP) adaptive filtering algorithm based on a novel low complexity recursive filtering technique and filter update that is incorporated in dichotomous coordinate descent iterations. This adaptive algorithm is simple for finite precision implementation, requires small chip resources, and exhibits numerical stability. For the projection order 8 and filter lengths 16 to 512 the design occupies an area smaller than 2900 FPGA slices.
  • Keywords
    adaptive filters; field programmable gate arrays; iterative methods; adaptive filter; affine projection; dichotomous coordinate descent iterations; field programmable gate arrays; low complexity recursive filtering; Clocks; Complexity theory; Correlation; Equations; Field programmable gate arrays; Mathematical model; Random access memory; Adaptive filter; DCD algorithm; FPGA; affine projection; dichotomous coordinate descent; low complexity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communication Systems (ISWCS), 2010 7th International Symposium on
  • Conference_Location
    York
  • ISSN
    2154-0217
  • Print_ISBN
    978-1-4244-6315-2
  • Type

    conf

  • DOI
    10.1109/ISWCS.2010.5624369
  • Filename
    5624369