An innovative computational approach based on a particle swarm strategy for adaptive phased-arrays control

被引:49
作者
Donelli, M [1 ]
Azaro, R [1 ]
De Natale, FGB [1 ]
Massa, A [1 ]
机构
[1] Univ Trent, Dept Informat & Commun Technol, I-38050 Trento, Italy
关键词
adaptive control; particle swarm optimizer (PSO); phased arrays;
D O I
10.1109/TAP.2006.869912
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper a new approach to the control of phased arrays is presented and assessed. Starting from the adaptive array theory, a particle swarm strategy is used to tune the phase coefficients of the array in order to adaptively minimize/avoid the effects of interfering signals at the receiver. To show the effectiveness of the proposed approach, a selected set of numerical examples, concerned. with linear as well as planar arrays, is presented. Furthermore, to evaluate the advantages of the particle swarm optimizer (PSO)-based strategy over state-of-art methods, a comparative study is carried out by analyzing the performance of the method in terms of both the signal-to-interference-plus-noise-ratio and resulting beam pattern. The achieved results, even though preliminary, seem to confirm that the PSO-based approach satisfactorily works and it generally outperforms previously proposed/state-of-art phase-only adaptive control strategies.
引用
收藏
页码:888 / 898
页数:11
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