CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

A Review of Adaptive Algorithms for Acoustic Echo Cancellation

Published on July 2018 by Priyanka D. N., Chandrashekar H. M.
journal_cover_thumbnail

National Conference on Electronics, Signals and Communication
Foundation of Computer Science USA
NCESC2017 - Number 2
July 2018
Authors: Priyanka D. N., Chandrashekar H. M.
f686b570-6b29-4871-9210-0a872c81c07a

Priyanka D. N., Chandrashekar H. M. . A Review of Adaptive Algorithms for Acoustic Echo Cancellation. National Conference on Electronics, Signals and Communication. NCESC2017, 2 (July 2018), 36-40.

@article{
author = { Priyanka D. N., Chandrashekar H. M. },
title = { A Review of Adaptive Algorithms for Acoustic Echo Cancellation },
journal = { National Conference on Electronics, Signals and Communication },
issue_date = { July 2018 },
volume = { NCESC2017 },
number = { 2 },
month = { July },
year = { 2018 },
issn = 0975-8887,
pages = { 36-40 },
numpages = 5,
url = { /proceedings/ncesc2017/number2/29617-7044/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 National Conference on Electronics, Signals and Communication
%A Priyanka D. N.
%A Chandrashekar H. M.
%T A Review of Adaptive Algorithms for Acoustic Echo Cancellation
%J National Conference on Electronics, Signals and Communication
%@ 0975-8887
%V NCESC2017
%N 2
%P 36-40
%D 2018
%I International Journal of Computer Applications
Abstract

Acoustic echo is the major issue involved in telecommunication system, which is actually a delayed and distorted version of sound reflected back to the source. Cancellation of echoes involves the use of acoustic echo cancellers. Echo cancellation is done by using adaptive filters by making use of adaptive filter algorithms. In this review paper, we have studied and discussed few of the previous work done on these algorithms in relation to acoustic echo cancellation. This paper contains the basic review of all such existing algorithms of the acoustic echo cancellation like LMS, LLMS, NLMS, RLS, AAF, and APA. Finally, comparison of above algorithm is given in order to conclude the discussion.

References
  1. Sheng Zhang, Jiashu Zhang, and Hongyu "Robust variable step size decorrelation normalized least-mean-square and its application to acoustic echo cancellation" IEEE Signal Process. Mag. , Vol. 29 No 4PP. 61–80, Jul. 2012.
  2. Fabián R. Jiménez L. , Camilo E. Pardo B. ,and Edgar A. Gutiérrez C. "Analysis Performance of Adaptive Filters for System Identification implemented over TMS320C6713 DSP Platform"presented at IEEE International Conf. on Digital Signal Processing, Vol. 978, PP. 4673- 9461,Jan2015.
  3. Sanjay K. Nagendra and Vinay Kumar. S. B "Echo Cancellation in Audio Signal using LMS Algorithm" National Conference on,Recent Trends in Engineering & Technology13-14 May 2011.
  4. Fredric Lindstrom ,Christian Sch uldtand and Ingvar Claesson "Efficient Multichannel NLMS Implementation for Acoustic Echo Cancellation" EURASIP Journal on Audio Processing 2007.
  5. Leonardo Rey Vega, Hernán Rey, Jacob Benesty, and Sara Tressens "A Fast Robust Recursive Least-Squares Algorithm" IEEE Transactions On Signal Processing, Vol. 57, No. 3, March 2009.
  6. Rajul Goyal Dr. Girish Parmar and Pankaj Shukla "Application of Affine Projection Algorithm in Adaptive Noise Cancellation" International Journal of Engineering Research & Technology (IJERT) Vol. 3 Issue 1, January – 2014.
  7. Sahar Mobeen, Iram Baig,and Anum Rafique "Comparison Analysis Of Multi-Channel Echo Cancellation Using Adaptive Filters" IEEE International Conference on Open Source Systems and Technologies (ICOSST) 2015.
  8. WU Chao, JIANG Kaiyu, WANG Xiaofei, GUO Yanmeng, FU Qiang and YAN Yonghong "A Robust Step-Size Control Technique Based on Proportionate Constraints on Filter Update for Acoustic Echo Cancellation" Chinese Journal of ElectronicsVol. 25, No. 4, July 2016.
  9. Rajeshwar Dass, Sandeep "Performance Analysis of Acoustic Echo Cancellation Techniques" Int. Journal of Engineering Research and Applications2248-9622, Vol. 4, Issue 7 July 2014.
  10. Nitika Gulbadhar ,Shalini Bahel and Harmeet Kaur "Acoustic Echo Cancellation using LMS Algorithm" International Journal of Electronics,Electrical and Computational System 2348-117X Volume 5, Issue 5 May 2016
  11. Shadab Ahmad, Tazeem Ahmad "Shadab Ahmad, Tazeem Ahmad" International Journal of Scientific Engineering and Technology Volume No. 1, Issue No. 4, pg : 46-48 Oct. 2012 Vladimir M. Matic and Srdan N. Abadzic, "Acoustic and line echo cancellation using adaptive filters", 15th Telecommunications forum TELFOR. pp. 322-325, November 2007.
  12. S. Theodoridis, "Adaptive filtering algorithms", in Proc. iEEE IMTC, vol. 3, pp. 1497-1501, May 2001.
  13. Farhang-Boroujeny, Adaptive Filters. Theory and Applications, John Wiley and Sons, New York, 1999.
  14. Amit Munjal, Vibha Agarwal, Gurpal Singh, " RLS Algorithm for Acoustic Echo Cancellation", Proceedings of 2nd National Conference on Challenges & Opportunities in information Technology, pp. 299-303, March 2008.
  15. Srinivasaprasath Ragavendran, "Implementation of Acoustic Echo Canceller Using Matlab", Master's Thesis, University Of South Florida, Oct. 2003.
  16. J. Velazquez Lopez, Juan Carlos Sanchez and Hector Perez Meana, "Adaptive Echo Canceller Using a Modified LMS Algorithm", 2nd international Conference on Electrical and Electronics Engineering, pp. 93-96, September 2005.
  17. Kun Shi, Xiaoli Ma, and G. Tong Zhou, "Acoustic Echo Cancellation Using a Pseudo coherence Function in the Presence of Memory less Nonlinearity", IEEE Transactions On Circuits And Systems-I: Regular Papers, vol. 55, no. 9, pp. 2639-2649, October 2008.
  18. Ted,S. Wada,and Biing-Hwang Juang, "Enhancement of Residual Echo for Robust Acoustic Echo Cancellation", iEEE Transactions On Audio, Speech, And Language Processing, vol. 20, no. I, pp. 175-189, January 2012.
Index Terms

Computer Science
Information Sciences

Keywords

Least Mean Square (lms) Leaky Least Mean Square Algorithm(llms) normalized Least Mean Square (nlms) Recursive Least Square (rls) Average Adaptive Filter(aaf) Affine Projection Algorithm (apa)