基于判别分析的空中目标作战意图识别

Combat Intention Recognition of the Target in the Air Based on Discriminant Analysis

对敌方作战意图识别是战场态势评估的重要内容。文中基于人工智能领域中的模式识别技术,研究了地面防空作战的空中目标作战意图识别问题。首先,针对空中目标意图识别问题进行分析,建立了意图识别的数学模型;其次,对先验知识采用统计的方法,得到目标作战意图知识与规则库;然后,提出了基于判别分析的空中目标作战意图识别方法,建立目标意图识别规则。最后通过10个未知意图的目标进行意图识别对文中的方法进行说明与检验。

Recognizing the enemy combat intention is an important part of battlefield situation assessment. Based on the pattern recognition technology of Artificial Intelligence, this paper studies the air target combat intention recognition problem in the ground defense operation. Firstly, the problem of air target intention recognition is analyzed, and the mathematical model of intention recognition is established. Secondly, the statistical method is used to deal with the prior knowledge, and rule base of target combat intention is obtained. Then, a combat intention recognition method based on the discriminant analysis method is proposed, and the target intention recognition rule is obtained. Finally, through recognizing 10 unknown intentions of targets on the battlefield situation, the proposed method is explained and tested.