首页 | 本学科首页   官方微博 | 高级检索  
     

基于遗传算法的递归式MTI滤波器的设计
引用本文:黄勇, 彭应宁. 基于遗传算法的递归式MTI滤波器的设计[J]. 电子与信息学报, 2000, 22(6): 1001-1006.
作者姓名:黄勇  彭应宁
作者单位:清华大学电子工程系,北京,100084
摘    要:递归式MTI滤波器从理论上讲几乎可以合成任意形状的频率响应函数,因而具有很广的应用范围。为了能够灵活设计出满足系统要求的递归式MTI滤波器,提出了一种设计方法。该方法以遗传算法(GA)的基本思想为基础,利用滤波器的改善因子、通带宽度和通带波纹来构成适应函数,并用GA来加快参量搜索速度和获取全局近似最优解。实验仿真设计了两种典型的递归式MTI滤波器,结果证明该方法是一种有效的设计方法,它可以灵活而快速地设计出所需要的滤波器。

关 键 词:递归式MTI滤波器  遗传算法  改善因子  通带宽度  通带波纹
收稿时间:1999-04-14
修稿时间:1999-04-14

DESIGN OF RECURSIVE MTI FILTER BASED ON THE GENETIC ALGORITHM
Huang Yong, Peng Yingning . DESIGN OF RECURSIVE MTI FILTER BASED ON THE GENETIC ALGORITHM[J]. Journal of Electronics & Information Technology, 2000, 22(6): 1001-1006.
Authors:Huang Yong  Peng Yingning
Affiliation:Huang Yong,Peng Yingning(Department of Electronic Engineering, Tsinghua University, Beijing 100084)
Abstract:In theory, it is possible to synthesize any frequency response curve with the recursive MTI(Moving Target Indication) filters. As a result, the applied field of this kind of filter is wide. A new design method is presented to design flexibly a recursive MTI filter that can meet the specifications of the system. The method is based on the Genetic Algorithm(GA) and constitutes the fitness function with improvement factor, passband width and ripple of a filter. It speeds the search process and achieves near-global optimum parameters by means of the GA. Two kinds of classical recursive MTI filters are designed in this paper. The results demonstrate the validity of this design method that can design flexibly and quickly a required filter.
Keywords:Recursive MTI filter   Genetic algorithm   Improvement factor   Passband width   Passband ripple
本文献已被 CNKI 万方数据 等数据库收录!
点击此处可从《电子与信息学报》浏览原始摘要信息
点击此处可从《电子与信息学报》下载全文
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