DocumentCode
2280510
Title
A simulator for depicting and comparing adaptive algorithms in signal processing
Author
Maddala, Sainath
fYear
2010
fDate
15-17 Dec. 2010
Firstpage
515
Lastpage
520
Abstract
The aim of the report is to Demonstrate adaptive algorithms using Matlab. In this report a simulator was developed to the end user for simulating the results obtained from applications such as Noise canceller, Adaptive line enhancer, System Identification using adaptive algorithms (Least Mean Square, Normalized Least Mean Square, Leaky Least mean Squire algorithms, Recursive Least Square, Signed Least Mean Square, Signed Normalized Least Mean Square) The simulator is completely developed in the Matlab environment and is used to compare the performances of different algorithms for specified applications.
Keywords
least mean squares methods; signal processing; Matlab; adaptive algorithms; signal processing; Adaptation model; Adaptive filters; Algorithm design and analysis; Convergence; Least squares approximation; Noise cancellation; System identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal and Image Processing (ICSIP), 2010 International Conference on
Conference_Location
Chennai
Print_ISBN
978-1-4244-8595-6
Type
conf
DOI
10.1109/ICSIP.2010.5697530
Filename
5697530
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