首页 | 本学科首页   官方微博 | 高级检索  
     

基于免疫克隆选择算法的天线方向图综合技术研究
引用本文:池越,张鹏垒,陈国鹰,吴涛.基于免疫克隆选择算法的天线方向图综合技术研究[J].通信技术,2009,42(5):71-73.
作者姓名:池越  张鹏垒  陈国鹰  吴涛
作者单位:河北工业大学,信息工程学院,河北,天津,300401
摘    要:方向图综合技术是智能天线中的一项重要技术。由于采用遗传算法存在着易于早熟和局部寻优能力不足等缺点,为此,文中提出一种基于免疫克隆选择算法的阵列方向图综合技术。仿真结果验证了免疫克隆选择算法相对于标准遗传算法来说更容易找到全局最优解,不易陷入局部极值,且收敛速度快,实际应用表明,基于免疫克隆选择算法的方向图综合技术是切实可行的,且具有很好的推广潜力。

关 键 词:智能天线  方向图综合  免疫克隆选择算法  遗传算法

Pattern Synthesis Based on Immune Clone Selection Algorithm
CHI Yue,ZHANG Peng-lei,CHEN Guo-ying,WU Tao.Pattern Synthesis Based on Immune Clone Selection Algorithm[J].Communications Technology,2009,42(5):71-73.
Authors:CHI Yue  ZHANG Peng-lei  CHEN Guo-ying  WU Tao
Affiliation:(School of Information Engineering, Hebei University of Technology, Tianjin Hebei 300401, China)
Abstract:The pattern synthesis is one of the key technologies in smart antennas. For there are some shortcomings such as the premature convergence and bad local optimal searching capability in genetic algorithm (GA), a novel array pattern synthesis technique is proposed on the basis of Immune Clone Selection Algorithm (ICSA). Simulation results indicate that, as compared with the Standard GA (SGA), the ICSA algorithm could get the global optimal solution easily and possesses high convergence speed. The practical application shows that the pattern synthesis technique based on ICSA is feasible and is of very good popularization potentiality.
Keywords:smart antennas  pattern synthesis  immune clone selection algorithm (ICSA)  genetic algorithm
本文献已被 维普 万方数据 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号