DocumentCode :
3011782
Title :
Assessment of variants of LMS algorithms for noise cancellation in low and medium frequency signals
Author :
Narula, Vaibhav ; Sagar, Mukul ; Joshi, Pranab ; Mehta, Puneet Satindarr ; Nagal, Rachana
Author_Institution :
Electron. & Commun., Amity Sch. of Eng. & Tech., New Delhi, India
fYear :
2011
fDate :
15-17 Dec. 2011
Firstpage :
432
Lastpage :
437
Abstract :
This paper presents a novel approach for Active Noise Cancellation through the technique of Adaptive filtering. In majority applications, algorithm used for practically implementing this concept is LMS (Least Mean Square) Algorithm. The work done here includes testing of LMS algorithm and its variants for Low and Mid Range frequency audio environments. The experimental results demonstrated in this paper are quite beneficial in identification of specific LMS variant corresponding to particular category of signals in terms of application.
Keywords :
adaptive filters; audio signal processing; least mean squares methods; signal denoising; LMS algorithms; active noise cancellation; adaptive filtering technique; least mean square algorithm; low range frequency audio environments; medium frequency signals; midrange frequency audio environments; Adaptive filters; Approximation algorithms; Heart beat; Least squares approximation; Noise; Speech; Vectors; Active Noise Cancellation; Adaptive Filtering; CSLMS; Heartbeat; Least Mean Square; Mid Range Frequency; NLMS; Speech; VSSLMS;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Recent Advancements in Electrical, Electronics and Control Engineering (ICONRAEeCE), 2011 International Conference on
Conference_Location :
Sivakasi
Print_ISBN :
978-1-4577-2146-5
Type :
conf
DOI :
10.1109/ICONRAEeCE.2011.6129800
Filename :
6129800
Link To Document :
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