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FPGA Based Hybrid LMS Algorithm Design on Distributed Arithmetic

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FPGA Based Hybrid LMS Algorithm Design on Distributed Arithmetic


Yamuna P | B K Venu Gopal

https://doi.org/10.31142/ijtsrd19018



Yamuna P | B K Venu Gopal "FPGA Based Hybrid LMS Algorithm Design on Distributed Arithmetic" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-1, December 2018, pp.558-563, URL: https://www.ijtsrd.com/papers/ijtsrd19018.pdf

Filter plays a major role for removal of unwanted signal/noise from the original signal, especially Adaptive FIR filter is easy to attract for many applications, where it is need to minimize computational requirement. This paper shows a novel pipelined design for low-power, high-throughput, and low-area implementation of adaptive ?lter based on distributed arithmetic (DA). The DA formulation utilized for two separate blocks weight update block and filtering operations requires larger area and is n’t suited for higher order filters therefore causes reduction in the throughput. These issues have been overcome by efficient distributed formulation of Adaptive filters. LMS adaptation performed on a sample by sample basis is replaced by a dynamic LUT update by the weight update scheme. Adder based shift accumulation for inner product computation replaced by conditional signed carry-save accumulation to reduces the sampling period and area density.

Distributed Arithmetic, LMS Adaptive Filter, VHDL, DA, Adaptive Filter, LMS algorithm, Carrysave adder, Noise Cancellation, Digital Signal Processing


IJTSRD19018
Volume-3 | Issue-1, December 2018
558-563
IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470
Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.

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