基于聚类分析的二次火力分配方法  

Secondary Firepower Allocation Based on Cluster Analysis

作　　者：范啸晨 王军[1] 张贤椿[1] FAN Xiaochen;WANG Jun;ZHANG Xianchun(School of Automation,Nanjing University of Science and Technology,Nanjing 210094,China)

机构地区：[1]南京理工大学自动化学院,南京210094

出　　处：《指挥与控制学报》2024年第4期516-520,共5页Journal of Command and Control

基　　金：国防基础加强项目(2019-JCJQ-ZD-134)资助。

摘　　要：为提高末端防空武器在敌方饱和攻击情形下火力分配的效率,提出基于聚类分析的二次火力分配方法。以k-means聚类对目标群集进行划分,进而通过分层实施火力分配策略。相较于所有目标统一分配的方法,该方法提高了火力分配策略的层次性,便于人工纠错,并降低了火力分配算法的时间复杂度。通过算例仿真证明该方法的优点和有效性。In order to improve the efficiency of firepower allocation in the case of enemy saturation attack of terminal air defense weapons,a method of secondary firepower distribution method based on cluster analysis is proposed.k-means clustering is used to divide the target clusters,and then the firepower allocation strategy is implemented through stratification.Compared with the method of unified allocation of all targets,this method improves the hierarchy of firepower allocation strategy,facilitates manual error correction,and reduces the time complexity of firepower allocation algorithm.Finally,an example is given to prove the advantages and effectiveness of the proposed method.

关 键 词：火力分配 末端防御 聚类分析 二次分配 

分 类 号：E91[军事]