Elman神经网络在雷达信号检测中的研究应用  

Research and Application of Elman Neural Network in Radar Signal Detection

作　　者：羌琦[1] 张旭东 季辉[1] QIANG Qi;ZHANG Xu-dong;JI Hui(Department of China Satellite Marine Track & Control,Jiangyin 214431,China)

机构地区：[1]中国卫星海上测控部

出　　处：《价值工程》2019年第28期243-245,共3页Value Engineering

摘　　要：雷达目标信号检测是雷达研究设计中的重要环节。本文在分析了传统目标信号检测技术的基础上,利用人工神经网络具有非线性和动态特性的特点,提出了一种基于Elman神经网络的信号检测的仿真设计方法,最终得到自适应性较强的Elman信号检测网络,完成对雷达目标信号的检测。Radar target signal detection is an important part of radar research and design. In this paper, based on analysis of the tradition technology method of target signal detection and the fact that the artificial neural network has ability of non-linear, dynamic, a method for simulation and design of radar target signal detection based on Elman neural network is proposed. In the and, the adaptive strong Elman signal detecetin network is obtained which can accomplish radar target signal detection.

关 键 词：ELMAN神经网络 雷达 信号检测 仿真 

分 类 号：V44[航空宇航科学与技术—飞行器设计]