MIMO radar array synthesis using QPSO with normal distributed contraction-expansion factor

被引:8
|
作者
Liu, Hongwu [1 ]
Yang, Guowei [1 ]
Song, Gaojun [1 ]
机构
[1] Nanchang Hangkong Univ, Nanchang 330063, Jiangxi, Peoples R China
来源
CEIS 2011 | 2011年 / 15卷
关键词
MIMO radar; array synthesis; QPSO; sidelobe level;
D O I
10.1016/j.proeng.2011.08.460
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An array synthesis based on Quantum particle swarm optimization (QPSO) is proposed for the orthogonal MIMO radar. To decrease the sidelobe level of the pattern, the elements' positions is presented by Quantum-behaved particles. Each particle searches the solution space with a normal distributed contraction-expansion factor, and updates its position with respect to the potential attraction at a Quantum probability. When compared with the traditional particle swarm optimization (PSO) and genetic algorithm (GA), the proposed method simulates the Quantum-behave, and balances the exploration and exploitation with a normal distributed contraction-expansion factor, which results in better convergence and static-state performances. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of [CEIS 2011]
引用
收藏
页数:5
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