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

Raj Kumar Thenua

ISBN 10: 3659286214 / ISBN 13: 9783659286216

Verlag: LAP Lambert Academic Publishing, 2012

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. Bestandsnummer des Verkäufers 106177222

Inhaltsangabe:

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.

Bibliografische Details

Titel: A Review on Adaptive Filtering Algorithms | ...
Verlag: LAP Lambert Academic Publishing
Erscheinungsdatum: 2012
Einband: Taschenbuch
Zustand: Neu