基于模糊神经网络的舰空导弹协同制导能力评估  

Capability Evaluation of Ship-to-air Missile Cooperative Guidance Based on Fuzzy BP Neural Network

作　　者：赵永铁[1] 王永杰[1] 王琦[1] 

机构地区：[1]92941部队,葫芦岛125001

出　　处：《舰船电子工程》2016年第8期142-144,164,共4页Ship Electronic Engineering

摘　　要：通过分析舰空导弹协同制导能力指标体系,建立了基于BP神经网络和模糊评价法结合的舰空导弹协同制导能力评估模型。通过训练样本对神经网络进行了训练,得到了指标体系的权重值,在此基础上对某舰空导弹协同制导的验证样本数据进行了模糊评估计算,仿真结果表明基于模糊神经网络的舰空导弹协同制导能力评估模型具有一定的实用性。Based on analyzing evaluation index of ship-to-air missile cooperative guidance, a fuzzy BP neural network is established. The neural network are trained by the training samples for the weight of each factor. Based on the weight of the factor the fuzzy calculation is used to evaluate the capability of ship-to-air missile cooperative guidance by test samples, the result shows that the model of the capability of ship-to-air missile cooperative guidance based on fuzzy BP neural network has advantage of feasibility.

关 键 词：舰空导弹协同制导 BP神经网络 模糊评价法 能力评估 

分 类 号：TP183[自动化与计算机技术—控制理论与控制工程]