Title :
A genetic matching pursuit algorithm
Author :
Stefanoiu, Dan ; lonescu, F.
Author_Institution :
Dept. of Mechatronics, Univ. of Appl. Sci., Konstanz, Germany
Abstract :
Advanced signal processing (SP) methods often lead to greedy algorithms that are time consuming, so useless in real time applications. However, nowadays, efficient implementations of such algorithms become more and more feasible, eventually with the help of concepts withdrawn from fields outside SP. This paper introduces an implementation for one of the most appealing signal analysis procedures based on a method devised about 10 years ago: the matching pursuit algorithm (MPA).
Keywords :
genetic algorithms; iterative methods; signal processing; time-frequency analysis; MPA; advanced signal processing method; greedy algorithm; matching pursuit algorithm; real time application; Dictionaries; Frequency; Genetics; Greedy algorithms; Matching pursuit algorithms; Noise reduction; Pursuit algorithms; Signal analysis; Signal generators; Signal processing algorithms;
Conference_Titel :
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN :
0-7803-7946-2
DOI :
10.1109/ISSPA.2003.1224769
