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
Link To Document :
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