面向认知对抗的学习训练与仿真评估系统设计

Design of learning training and simulation evaluation system for cognitive electronic warfare

摘要:

针对认知电子战装备面临的作战场景复杂多样、真实数据难以获取、实战训练成本高昂等问题，为满足认知电子战系统方案论证、关键技术研究需求，将人工智能技术与系统仿真技术相结合，通过建立认知电子战装备及其典型作战对象的信号级模型，以及模拟电子战装备与作战对象在复杂电磁环境下的信息交互过程，构建面向未来战场认知对抗的学习训练与仿真评估系统。本文对系统的功能、体系结构、工作流程和关键模块/模型等方面进行了详细介绍，并对系统应用实例进行了分析。从应用效果看，系统可为认知电子战的智能算法模型训练、装备作战能力仿真试验评估提供研究手段。

Abstract:

There are many problems faced by cognitive Electronic Warfare (EW) equipment, including complex and diverse combat scenes, being difficult to obtain real data and high cost of actual combat training. In order to meet the needs of scheme demonstration and key technology research, by combining artificial intelligence with system simulation technology, the signal level model of cognitive EW equipment and its typical combat objects is established. The information interaction process between EW equipment and combat objects in complex electromagnetic environment is simulated. A learning training and simulation evaluation system for future battlefield cognitive confrontation is built. The function, architecture, workflow and key modules/models of the system are introduced in detail. The application examples of the system are analyzed. According to the application effect, the system can provide guidance for intelligent algorithm model training of cognitive EW and the simulation test evaluation on equipment combat capability.