ISSN: 2349-5162

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Published in:

Volume 1 Issue 3
August-2014
eISSN: 2349-5162

Unique Identifier

JETIR1403010

Page Number

225-231

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Title

Performance Analysis of LMS and Normalized LMS Adaptive Filter Algorithms

ISSN

2349-5162

Cite This Article

"Performance Analysis of LMS and Normalized LMS Adaptive Filter Algorithms", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.1, Issue 3, page no.225-231, August-2014, Available :http://www.jetir.org/papers/JETIR1403010.pdf

Abstract

Interference is the major problem in wireless communication. And suppression of interference or noise of a noisy signal is not an easy task when the frequency varies and having Gaussian noise. Frequently used filter like BPF, LPF has taken to de-noise, i.e. useful for the fix bandwidth, but if bandwidth is not fixed and it varies with respect to time, then it requires advance filter that can able to adjust the bandwidth of the desired signal like an adaptive filter which update its weight vector automatically and adjust the bandwidth of the desired signal. This paper analyzes the performance of LMS & Normalized LMS adaptive filter in the basis of taking output parameters like RMS value, Mean and Median of the de-noising signal. This paper also gives the brief detail of the adaptive filter.

Key Words

RMS value, Mean, Median & Adaptive Filter

Cite This Article

"Performance Analysis of LMS and Normalized LMS Adaptive Filter Algorithms", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.1, Issue 3, page no. pp225-231, August-2014, Available at : http://www.jetir.org/papers/JETIR1403010.pdf

Publication Details

Published Paper ID: JETIR1403010
Registration ID: 140169
Published In: Volume 1 | Issue 3 | Year August-2014
DOI (Digital Object Identifier):
Page No: 225-231
ISSN Number: 2349-5162

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Cite This Article

"Performance Analysis of LMS and Normalized LMS Adaptive Filter Algorithms", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.1, Issue 3, page no. pp225-231, August-2014, Available at : http://www.jetir.org/papers/JETIR1403010.pdf




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