DocumentCode
3513056
Title
A hardware-efficient implementation of the fast affine projection algorithm
Author
Lo, Haw-Jing ; Anderson, David V.
Author_Institution
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA
fYear
2009
fDate
19-24 April 2009
Firstpage
581
Lastpage
584
Abstract
This paper presents a high-throughput, low-latency, hardware-efficient fixed-point implementation of the fast affine projection (FAP) algorithm. The proposed architecture utilizes reusable distributed arithmetic (RDA) in combination with optimizations in the update process to enable the coefficients to be updated in a fixed number of cycles independent of filter length. Fixed-point simulations show that the effect of replacing some of the multiplications with arithmetic shifts is minor, with RDA-FAP maintaining a faster convergence rate than NLMS. The proposed design is also compared against a multiplier-based design in terms of number of computations and number of clock cycles needed for a single FAP update cycle.
Keywords
adaptive filters; distributed arithmetic; multiplying circuits; fast affine projection algorithm; fixed-point simulations; hardware-efficient fixed-point implementation; hardware-efficient implementation; multiplier-based design; reusable distributed arithmetic; Adaptive filters; Arithmetic; Computational modeling; Computer architecture; Convergence; Financial advantage program; Gaussian processes; Least squares approximation; Projection algorithms; Signal processing algorithms; adaptive filters; distributed arithmetic; fast affine projection;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location
Taipei
ISSN
1520-6149
Print_ISBN
978-1-4244-2353-8
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2009.4959650
Filename
4959650
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