摘要
在对遗传算法进行简要介绍的基础上,针对遗传算法在雷达信号检测中的应用,提出了两种优化模型,并利用有效的实数型遗传算法(RGA)对模型进行了优化设计。大量仿真结果表明,通过 GA优化的模型能明显地提高整体检测性能。
In this paper, we briefly introduce genetic algorithm, and present two optimum models aiming at the applications of genetic algorithm to radar signal detection. And then we optimize the design for these two models using the effective real genetic algorithm (RGA). A lot of simulation results are given to demonstrate that the GA-optimized models tend to improve the overall performance of detection.
出处
《空军雷达学院学报》
2000年第1期1-4,12,共5页
Journal of Air Force Radar Academy
关键词
雷达信号
检测性能
遗传算法
仿真结果
整体
模型
GA
优化
实数
Genetic algorithm, OS-CFAR processing
Slide-window detector, Detection probability
False-alarm probability