Title :
FPGA implementation of affine projection adaptive filter using coordinate descent iterations
Author :
Liu, Jie ; Zakharov, Yuriy
Author_Institution :
RF Engines Ltd., UK
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;
Conference_Titel :
Wireless Communication Systems (ISWCS), 2010 7th International Symposium on
Conference_Location :
York
Print_ISBN :
978-1-4244-6315-2
DOI :
10.1109/ISWCS.2010.5624369