Title :
High resolution spectral analysis using a combination of an orthogonal approach and a genetic algorithm
Author :
Vesin, Jean-Marc
Author_Institution :
Signal Processing Laboratory, Swiss Federal Institute of Technology, CH-1015 Lausanne, Switzerland
Abstract :
We describe in this paper how a method for parsimonious sinusoidal representation of signals based upon an orthogonalization technique can be suitably modified by embedding it into a genetic algorithm. We first describe the orthogonalization formalism, then we present the genetic algorithms in general and the specific form, based on a floating-point parameter representation, that we have employed in this work. Experiments are presented and possible extensions are discussed.
Keywords :
Accuracy; Biological cells; Convergence; Genetic algorithms; Sociology; Time series analysis;
Conference_Titel :
European Signal Processing Conference, 1996. EUSIPCO 1996. 8th
Conference_Location :
Trieste, Italy
Print_ISBN :
978-888-6179-83-6