International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064



Research Paper | Electronics & Communication Engineering | India | Volume 5 Issue 5, May 2016

Performance Analysis of Adaptive Filters for Noise Cancellation in Audio Signal for Hearing Aid Application

G K Girisha, S L Pinjare

This paper represents the experimental development of software and hardware configuration to implement adaptive algorithms for noise cancellation in audio signal processing for hearing aid applications. Adaptive FIR filters play an essential role in many DSP systems including noise cancellers, signal prediction, adaptive feedback cancellation and echo cancellation. In this paper, we describe adaptive filter which is used for the cancellation of the noise component which is overlapped with the desired signal in the same frequency range. The study includes comparison between three different types of adaptive filters, the LMS algorithm, NLMS algorithm and Recursive Least Squares Filter (RLS) algorithm Mean Squared Error (MSE), Peak Signal to Noise Ratio (PSNR) and Mean Absolute Error (MAE) are calculated for all the three adaptive algorithms. The efficient Adaptive Noise Canceller is realized using MATLAB / Simulink.

Keywords: Adaptive filter algorithms, MSE, PSNR, MAE, microphone arrays

Edition: Volume 5 Issue 5, May 2016

Pages: 364 - 368

Share this Article

How to Cite this Article?

G K Girisha, S L Pinjare, "Performance Analysis of Adaptive Filters for Noise Cancellation in Audio Signal for Hearing Aid Application", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV163188, Volume 5 Issue 5, May 2016, 364 - 368

42 PDF Views | 35 PDF Downloads

Download Article PDF

Similar Articles with Keyword 'Adaptive filter algorithms'

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 5, May 2015

Pages: 198 - 202

Acoustic Noise Cancellation by NLMS and RLS Algorithms of Adaptive Filter

Rahul Abhishek, Dr. V. Ramesh

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 5, May 2016

Pages: 364 - 368

Performance Analysis of Adaptive Filters for Noise Cancellation in Audio Signal for Hearing Aid Application

G K Girisha, S L Pinjare

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 4, April 2015

Pages: 764 - 768

Analysis and Implementation of Time-Varying Least Mean Square Algorithm and Modified Time-Varying LMS for Speech Enhancement

Mrinal Bachute, Dr. R. D. Kharadkar

Share this Article

Similar Articles with Keyword 'MSE'

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1212 - 1216

Comparative Analysis of Various Denoising Techniques for MRI Image Using Wavelet

Manoj Gabhel, Aashish Hiradhar

Share this Article

Survey Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2730 - 2734

A Survey on Lane Departure Warning System

Rashmi N. Mahajan, Dr. A. M. Patil

Share this Article

Research Paper, Electronics & Communication Engineering, Ukraine, Volume 3 Issue 7, July 2014

Pages: 1929 - 1932

Wavelet Based Path Loss Modeling for Global System for Mobile Communication in an Urban Environment

Danladi Ali, Vlada N. Y.

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 6 Issue 5, May 2017

Pages: 2556 - 2562

Robust and Imperceptible Image Watermarking Using Redundant Discrete Wavelet Transform and Singular Value Decomposition

Neha Sharma, Rasmi Ranjan Samantray

Share this Article

Research Paper, Electronics & Communication Engineering, Egypt, Volume 3 Issue 6, June 2014

Pages: 2431 - 2437

Information Hiding in Video files Using Frequency Domain

Eman A. E. Ahmed, Hassan H. Soliman, Hossam E. Mostafa

Share this Article

Similar Articles with Keyword 'PSNR'

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2703 - 2706

A Robust Technique of Digital Watermarking Using Hybrid Method of DWT & SVD on RGB Color Space

Simranjeet Kaur, Rana Gill

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1212 - 1216

Comparative Analysis of Various Denoising Techniques for MRI Image Using Wavelet

Manoj Gabhel, Aashish Hiradhar

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 1, January 2015

Pages: 2288 - 2291

Image Compression using Combined Approach of EZW and SPIHT with DCT

R. Sivarajan, B. Elango, P. Vedasundaravinayagam

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 6 Issue 5, May 2017

Pages: 2556 - 2562

Robust and Imperceptible Image Watermarking Using Redundant Discrete Wavelet Transform and Singular Value Decomposition

Neha Sharma, Rasmi Ranjan Samantray

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 7 Issue 6, June 2018

Pages: 1662 - 1664

Enhancement of Gray Level Image by Fuzzy and Filter Technique

Monalisa Pandey, Pankaj Sharma

Share this Article

Similar Articles with Keyword 'MAE'

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1212 - 1216

Comparative Analysis of Various Denoising Techniques for MRI Image Using Wavelet

Manoj Gabhel, Aashish Hiradhar

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 9, September 2014

Pages: 2295 - 2300

An Improved MRI Image Denosing Using Global Thresholding Technique

Manoj Gabhel, Rikhee Ram

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 5, May 2016

Pages: 364 - 368

Performance Analysis of Adaptive Filters for Noise Cancellation in Audio Signal for Hearing Aid Application

G K Girisha, S L Pinjare

Share this Article

Survey Paper, Electronics & Communication Engineering, India, Volume 4 Issue 3, March 2015

Pages: 352 - 355

A Survey Paper Based On Image Encryption and Decryption Using Modified Advanced Encryption Standard

Yogita Verma, Neerja Dharmale

Share this Article

Survey Paper, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1199 - 1203

Comparative Study of High Density Salt and Pepper Noise Removal (Spatial Domain Methods used in Image Processing)

Shrawan Kumar, Nitish Sati, Hemant Singh Karakoti

Share this Article



Top