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- Title
多无人机协同空战任务规划仿真系统.
- Authors
王国强; 陈宇轩; 马滢滢; 蒋儒浩; 王浩丞; 罗贺
- Abstract
To meet the demand for performance verification of multi-UAV collaborative air combat mission planning methods, a multi-UAV collaborative air combat mission planning simulation system based on the VR-Forces simulation engine was developed. The overall architecture of the simulation system, the red square subsystem, The blue square subsystem, white square subsystem and reinforcement learning algorithm training subsystem were designed. Targeted solutions were proposed for key technologies such as algorithm library, reinforcement learning algorithm training and human-computer interaction, which improved the stability of the simulation system. stability, scalability and functionality. The simulation system was used to test and simulate typical mission planning methods such as multi-UAV cooperative air combat target allocation and re-decision algorithm. The results show that the developed simulation system can be used very well. Support the testing and verification of multi-UAV collaborative air combat mission planning methods.
- Subjects
MACHINE learning; HUMAN-computer interaction; SIMULATION methods &; models; SCALABILITY; ALGORITHMS; ENGINES
- Publication
Journal of Ordnance Equipment Engineering, 2023, Vol 44, Issue 9, p1
- ISSN
2096-2304
- Publication type
Article
- DOI
10.11809/bqzbgcxb2023.09.001