基于粒子滤波的隐式对手策略匹配方法  

Implicit Opponent Strategy Matching Algorithm Based on Particle Filter

作　　者：秦之凡 杨伟龙 QIN Zhifan;YANG Weilong(Naval Equipment Department,Beijing 100089,China;Academy of Military Science,Beijing 100089,China)

机构地区：[1]海军装备部,北京100089 [2]军事科学院,北京100089

出　　处：《装甲兵学报》2022年第5期86-92,共7页Journal of Armored Forces

基　　金：国家自然科学基金资助项目(62103438)

摘　　要：针对对手策略集已知情况下的对手策略识别与匹配问题,构建了基于策略匹配的隐式对手策略模型,提出了基于粒子滤波的策略匹配算法,并设计数值实验对算法的有效性进行验证。实验结果表明:采用隐式对手建模方法,可有效提升策略匹配准确率与收敛速度。Aiming at the problem of opponent strategy identification and matching when the opponent strategy set is known,an implicit opponent strategy model based on strategy matching is constructed,a strategy matching algorithm based on particle filter is proposed,and numerical experiments are designed to verify the effectiveness of the algorithm.The experimental results show that the implicit opponent modeling method can effectively improve the accuracy and convergence speed of strategy matching.

关 键 词：策略匹配方法 粒子滤波算法 隐式对手建模 

分 类 号：E91[军事] TN713[电子电信—电路与系统]