Title :
Design of a broadband microstrip antenna using improved particle swarm optimization
Author :
Zhao Ya-Min ; Xu Jia-dong
Author_Institution :
Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xi´an, China
Abstract :
Key parameters have great influence on particle swarm optimization (PSO) algorithm effect. Based on literature, that inertia weight´s effect is more prominent, a new method dynamically adjust inertia weight is proposed to improve the performance of PSO. In improved method, the inertia weight is controlled by PSO optimization. The experiment results of functions indicate both the accuracy and precision are improved. Extend the PSO algorithm to discrete binary space, then combine with the finite different time domain (FDTD) method to optimize microstrip antenna. Compared with original algorithm, the improved algorithm has made progress in the effect and success probability of optimization.
Keywords :
broadband antennas; finite difference time-domain analysis; microstrip antennas; particle swarm optimisation; PSO algorithm; broadband microstrip antenna; discrete binary space; finite different time domain method; inertia weight effect; particle swarm optimization; Artificial neural networks; History; Microstrip components; Discrete binary; Finite difference time domain; Microstrip antenna; Particle swarm optimization;
Conference_Titel :
Industrial and Information Systems (IIS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-7860-6
DOI :
10.1109/INDUSIS.2010.5565901