Frequency estimation of undamped exponential signals using genetic algorithms

: In this paper, we consider the problem of frequency estimation of undamped superimposed exponential signals model. We propose two iterative techniques of frequency estimation using genetic algorithms. The proposed methods use an elitism based generational genetic algorithm for obtaining the least squares and the approximate least squares estimates. In the simulation studies, it is observed that the proposed methods give nearly efficient estimates, having mean square error almost attaining the corresponding Cram

• Type: Journal
• Year: 2006
• Where: CSDA
• Authors: Amit Mitra, Debasis Kundu, Gunjan Agrawal
• Keywords: CSDA 2006, Frequency Estimation, Generational Genetic Algorithm, Genetic Algorithm