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一种应用于波束成型的改进遗传算法 被引量:1

An Improved Genetic Algorithm Applied for Beamforming
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摘要 针对一维天线阵波束成型问题,提出了一种改进的遗传算法二进制编码方法.该方法引入了若干参数用以方便地控制解的精度及搜索空间,同时减少码长,降低存储空间.仿真结果表明,其能够大大提高算法的收敛性能.对算法参数进一步分析表明,群体规模与编码方法中的编码长度有关,为此给出了正确选择群体规模的指导原则.
作者 朱柏承 李雷
机构地区 北京大学
出处 《北京邮电大学学报》 EI CAS CSCD 北大核心 2005年第z1期62-65,共4页 Journal of Beijing University of Posts and Telecommunications
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参考文献7

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  • 7[8]Vitale M, Vesentini G, Ahmad N N, et al. Genetic algorithm assisted adaptive beamforming [A]. Proceedings of 2002 IEEE 56th Vehicular Technology Conference [C]. 2002. 601-605.

同被引文献4

  • 1李雷,朱柏承,周乐柱,龚中麟.基于遗传算法的圆形天线阵波束成形算法[J].电讯技术,2005,45(4):97-102. 被引量:2
  • 2Y L LU, B K YEO. Adaptive Wide Null Steering for Digital Beamforming Array with the Complex Coded Genetic Algorithm[ C ]. Proceedings of 2000 IEEE International Conference on Phased Array Systems and Technology. , 2000, 557 - 560.
  • 3Y WANG, Y L Lu. The Combination of Neural Networks and Genetic Algorithm for Fast and Flexible Wide Nulling in Digital Beam-forming[ C]. Proceedings of the 9th International Conference on Neural Information. ,2002. 2 : 782 - 786.
  • 4VITALE M, VESENTINI G, AHMAD N N, HANZO L. Genetic algorithm assisted adaptive beamforming[C]. In: Proceedings of 2002 IEEE 56th Vehicular Technology Conference, 2002, 1:601 -605.

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