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
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