DocumentCode :
2811381
Title :
FPGA implementation of Fast Block LMS adaptive filter using Distributed Arithmetic for high throughput
Author :
Baghel, Sudhanshu ; Shaik, Rafiahamed
Author_Institution :
Dept. of Electron. & Commun. Eng., Indian Inst. of Technol. Guwahati, Guwahati, India
fYear :
2011
fDate :
10-12 Feb. 2011
Firstpage :
443
Lastpage :
447
Abstract :
This paper proposes a design and implementation of high throughput adaptive digital filter using Fast Block Least Mean Squares (FBLMS) adaptive algorithm. The filter structure is based on Distributed Arithmetic (DA), which is able to calculate the inner product by shifting, and accumulating of partial products and storing in look-up table, also the desired adaptive digital filter will be multiplierless. Thus a DA based implementation of adaptive filter is highly computational and area efficient. Furthermore, the fundamental building blocks in the DA architecture map well to the architecture of todays Field Programmable Gate Arrays (FPGA). FPGA implementation results conforms that the proposed DA based adaptive filter can implement with significantly smaller area usage, (about 45%) less than that of the existing FBLMS algorithm based adaptive filter.
Keywords :
adaptive filters; digital filters; distributed arithmetic; field programmable gate arrays; least mean squares methods; table lookup; DA architecture map; DA based adaptive filter; FBLMS algorithm; FPGA implementation; distributed arithmetic; fast block LMS adaptive digital filter structure; fast block least mean squares adaptive algorithm; field programmable gate arrays; high throughput adaptive digital filter; lookup table; Adders; Convolution; Erbium; Field programmable gate arrays; Field-flow fractionation; Table lookup; Throughput; FBLMS; FFT; convolution; cyclic; distributed arithmetic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Signal Processing (ICCSP), 2011 International Conference on
Conference_Location :
Calicut
Print_ISBN :
978-1-4244-9798-0
Type :
conf
DOI :
10.1109/ICCSP.2011.5739356
Filename :
5739356
Link To Document :
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