基于IGA的阵列天线干扰抑制算法
A Jamming Suppression Algorithm for Array Antenna Based on IGA
-
摘要: 该文提出了一种基于免疫遗传算法(IGA)的干扰抑制算法,在射频端基于功率判决直接通过调节权系数进行波束形成,可以有效地抑制阵列天线中与信号方向不同的干扰。该算法在标准遗传算法的基础上,引入了疫苗注射和抗体浓度调节等免疫机制,通过抗体的期望繁殖率实现对抗体的促进和抑制,大大提高了种群的多样性,通过注射疫苗的方法提高了收敛效率,能有效而实时地抑制阵列天线中的干扰。计算机仿真结果证明了该算法的有效性和鲁棒性。Abstract: This paper presented a nulling algorithm for array antenna based on Immune genetic algorithm, which can suppress jamming with DOA different from signals effectively. The algorithm combines the evolution function of traditional genetic with vaccine injecting and density mechanism in creatures immune procedure. The adjustment of antibodies is realized by the expected breed rate, also the convergence rate is improved by the injected vaccine. Simulation results show that the algorithm is efficient and robust.
-
刘德树, 罗景青, 张剑云. 空间谱估计及其应用. 合肥:中国科学技术大学出版社, 1997: 179.186.[3]陈国良, 王煦法等. 遗传算法及其应用. 北京:人民邮电出版社, 1999: 75.88.[6]马云辉. 阵列天线的遗传算法综合. 电波科学学报. 2001, 16(2): 172.176.[7]葛红, 毛宗源. 免疫算法的实现[J].计算机工程.2003, 29(5):62-
计量
- 文章访问数: 2255
- HTML全文浏览量: 90
- PDF下载量: 1075
- 被引次数: 0