A Review on Adaptive Filtering Algorithms | Practical Implementation using MATLAB & TMS320C6713 Processor

Raj Kumar Thenua

ISBN 10: 3659286214 / ISBN 13: 9783659286216

Published by LAP Lambert Academic Publishing, 2012

About this Item

A Review on Adaptive Filtering Algorithms | Practical Implementation using MATLAB & TMS320C6713 Processor | Raj Kumar Thenua | Taschenbuch | Englisch | LAP Lambert Academic Publishing | EAN 9783659286216 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.

Seller Inventory # 106177222

Bibliographic Details

• Title: A Review on Adaptive Filtering Algorithms | Practical Implementation using MATLAB & TMS320C6713 Processor
• Publisher: LAP Lambert Academic Publishing
• Publication Date: 2012
• Language: English
• ISBN 10: 3659286214
• ISBN 13: 9783659286216
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 150W x 6H x 219D millimeters 150 millimeters width by 6 millimeters height by 219 millimeters depth
• Weight: 213 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

Adaptive filtering constitutes one of the core technologies in the field of digital signal processing which finds numerous applications in the areas of science and technology viz. echo cancellation, channel equalization, adaptive noise cancellation, adaptive beam-forming, bio-medical signal processing etc. In this book an attempt has been made to explore the adaptive filtering techniques viz. Least Mean Square (LMS), Normalized Least Mean Square (NLMS) and Recursive Least Mean Square (RLS) algorithms for noise cancellation. The above mentioned algorithms have been simulated in MATLAB using a noisy tone signal and compared for the best performance in terms of Mean Squared Error (MSE), convergence rate, percentage noise removal, computational complexity and stability. The resulting best algorithm is implemented on TMS320C6713 Processor with the help of real time workshop facility of Simulink and tested for tone & ECG signals. This book is beneficial for the research scholars or the persons who are working or want to work in the field of adaptive filters and look for its practical implementation.

About the Author

M.Tech: Digital Communication, RTU Kota, Rajasthan, India. Assistant Professor at Anand Engineering College, Agra, U.P.,India.Involved in teaching for last 6 years. Areas of interest are Communication & Signal Processing.Published 20 research papers in various referred journals and conference proceedings.Active member of IETE, ISTE etc.