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Adaptive Nonlinear Noise Cancellation by MATLAB

Jyoti Krayla


---“This paper is presenting the noise cancellation technology using Adaptive Filter with the help of Matlab tool box. It demonstrates significant use of fuzzy logic functions ANFIS and GENFIS1 in noise removal. In today’s world of speed and accuracy we are still facing problem in complete and accurate removal of noise from speech signal, however various approaches are utilized for the same purpose. The transmitted speech signal along with the noise continuously changes which has resulted the extensive use of Adaptive Filtering. Adaptive filtering is significant area of research for wireless communication system.”


Adaptive Filter, Noise Cancellation, Algorithm, LMS, RLS, Fuzzy Logic, Wireless, Communication, ANFIS, GENFIS1.

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Simon Haykin, “Adaptive Filter Theory” Printice Hall Englewood Cliffs, New Jersey, 2nd edition, pp 1-75, 1991.

John G. Proakis, Charles M. Rader Fayun Ling, Chrysostomas L. Nikias Marc Maoonen, Lan K. Proudle, “Algorithms for Statistical signal processing”, Pearson Education inc., 1st edition 2002.

Emmanuel C. Ifeachor and Barrie W. Jervis, “Digital Signal Processing a Practical Approach”, published by Pearson Education (Singapore) pte. Ltd., 2nd edition2002.

Lau Y. S.,Hossain Z. M., and Harris R., "Performance of Adaptive Filtering Algorithms", Proceedings of the Australian Telecommunications, Networks and Applications Conference(ATNAC), Melbourne, 2003.

Nicolae D. and Romulus R., “Noise cancelling in audio signal with adaptive filter”, ACTA Electrotehnica,volume 45 , November 6, 2006.

I. Ravi Kumar, “Digital Signal Processing”, Published by Satya Prakashan, New Delhi, 1st edition 2008.

Wolfgang Fohn and Jörn Matthies, “A FPGA-Based Adaptive Noise cancelling System” Proc. of the 12th Int. Conference on Digital Audio Effects (DAFx-09), pp 1-9, Como, Italy, September 1-4, 2009.

Hadei S.A. and Loftizad M., “A Family of Adaptive Filter Algorithms in Noise Cancellation for Speech Enhancement”, International Journal of Computer and Electrical Engineering, Vol. 2, No. 2, pp. 307-315, April 2010.

Lin C. M., Chen L. Y.and Yeung D.S.,“Adaptive Filter Design Using Recurrent Cerebellar Model Articulation Controller‛, IEEE Transactions On Neural Networks, Vol. 19, No. 7, July 2010.

Thenua R.K.and Agrawal S. K., “Hardware Implementation of Adaptive Algorithms for Noise Cancellation”, International Journal of Information and Electronics Engineering, Vol. 2, No. 2, March 2012.

Jashvir Chhikara, Jagbir Singh,” International Journal of Modern Engineering Research”, Vol. 2, Issue 3, May-june 2012 pp-792-795.

Reena Rani, Dushyant Kumar, Narinder Singh, “Design of Adaptive Noise Canceller Using RLS Filter a Review”, International Journal of Advanced Research in Computer Science and Software Engineering”,Vol. 2, Issue 11, November 2012.

Vartika Anand, Shalini Shah, Sunil Kumar, “Intelligent Adaptive Filtering For Noise Cancellation” , International journal of Advance Research in Electrical, Electronics and Instrumentation Engineering, Vol. 2, Issue 5, May 2013.

Mayank Singh, Rohit Singla, Sushant Rajliwal, “Adaptive Noise Canceller”, International Journal for Research in Applied Science & Engineering Technology, Vol.2, Issue XI, November 2014.

Digital Signal Processing using MATLAB by Vinay K. Ingle and John G. Proakis, 3rd edition.


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