基于主成分分析法的反导态势要素提取研究

Research on Element Extraction of Anti-Missile Situation Based on Principal Component Analysis

针对弹道导弹及其攻防作战的特点,深入分析反导作战态势评估的过程,研究影响反导预警态势评估的主要因素,构建了反导战场态势要素集模型。在此基础上,采用主成分分析法进行要素分析与提取,优化重构要素集模型。研究结果为提高反导预警态势评估的准确性和指挥决策的及时性提供了重要依据和保障。

In view of the ballistic missile and its characteristic of attack-defense operation,the process of anti-missile operation situation assessment is analyzed,the essential factors influencing antimissile early warning situation assessment are studied,and the situational element collection model of anti-missile battlefield is built. On this basis,the element analysis and extraction,the optimization and reconstruction of the element collection model are conducted with the principal component analysis method.The research results provide important references and guarantee for improving the accuracy of anti-missile early warning situation assessment and the timeliness of command decision-making.