基于遗传模拟退火算法的雷达正交信号设计  

Design of radar orthogonal signal based on genetic algorithm and simulated algorithm

作　　者：殷华[1] 刘以安[1] 吴少鹏[2] 唐霜天[2] 

机构地区：[1]江南大学信息工程学院,江苏无锡214122 [2]中国船舶重工集团公司724研究所,南京210003

出　　处：《计算机应用研究》2010年第11期4052-4054,4057,共4页Application Research of Computers

基　　金：国家教育部重点科学研究基金项目(105087);国防预研应用基础研究基金项目(A1420061266);中国船舶重工集团公司资助项目

摘　　要：针对雷达正交信号的波形设计问题,提出了一种基于遗传算法和模拟退火算法的新遗传模拟退火算法。该算法利用遗传算法实现全局搜索,利用模拟退火算法实现局部搜索,改进了遗传算法的选择策略,并在交叉、变异概率中引入自适应的概率变化机制,自适应地保存最优个体,并对遗传算法的进化结果有选择地进行模拟退火操作,有效地解决了这两种算法的早熟现象和时间问题。实验结果表明,该算法是有效可行的,性能优于传统遗传算法和模拟退火算法。To resolve the design of radar orthogonal signal problem,this paper proposed a new algorithm based on genetic algorithm and simulated algorithm.The algorithm used genetic algorithm for global search,while simulated algorithm for local search.It improved genetic algorithm strategy,and introduced the adaptive probability changes to the crossover and mutation,and adaptive to preserve the best individual,and the genetic algorithm results were selectively simulated operation,which resolved the problem of premature and time.The experiment results show that the proposed algorithm is effective and feasible,which the performance is better than traditional genetic algorithm and simulated algorithm.

关 键 词：雷达 正交信号 遗传算法 模拟退火算法 自相关 互相关 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]