Title :
Retrieving surface-based duct parameters from radar sea clutter using a particle swarm optimization approach
Author :
Wang Bo ; Zhao Zhen-wei ; Wu Zhen-sen ; Wang Hong-guang
Author_Institution :
Sch. of Sci., Xidian Univ., Xi´an
Abstract :
This paper describes a technique to retrieve, from radar sea clutter, parameters defining a surface-based duct using a simple improved PSO approach. The whole PSO optimization procedure is divided into two steps. Firstly, all four parameters are optimized using a standard PSO. Secondly, three of them are fixed and only the last one is optimized to maximum iterations using a standard PSO. And a model of radar cross section different from that used in previous papers is introduced. Simulation results show that PSO gets a better performance than GA method, where the results are obtained from 200 Monte Carlo simulations.
Keywords :
Monte Carlo methods; iterative methods; particle swarm optimisation; radar clutter; radar cross-sections; Monte Carlo simulations; maximum iterations; particle swarm optimization; radar cross section; radar sea clutter; retrieving surface-based duct parameters; PSO; sea clutter; surface-based duct;
Conference_Titel :
Radar Conference, 2009 IET International
Conference_Location :
Guilin
Print_ISBN :
978-1-84919-010-7