基于模糊神经网络的雷达对抗效能评估

雷达对抗装备作战效能评估是一个复杂问题,涉及因素多,而且部分因素存在信息不完全和不确定的问题,而模糊系统理论是处理这类问题的有力工具。提出利用模糊系统理论来评估雷达对抗装备的作战效能,建立了作战效能评估的指标体系,结合神经网络的自适应功能,提出了基于模糊神经网络的作战效能评估模型。仿真结果表明该方法简单有效而且可行。

Effectiveness Evaluation Model of ECM Equipment Based on Fuzzy Neural Network

To evaluate the ECM (electronic counter measure) equipment' operational effectiveness,which is related to so many factors,is a complex task,in which the information about specification is incomplete and vague.The fuzzy system theory is a powerful tool to settle this kind problems.Combined with the neural network theory,a fuzzy neural network evaluation model is proposed and the train algorithm is introduced.Based on the ECM equipment evaluation index system,the evaluation approach is to establish a fuzzy and converse fuzzy algorithm.A simulation example shows that the approach is effective and feasible.