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无人机集群自组织搜索仿真模型设计与实现
引用本文:李坎,李云鹏,赵江波.无人机集群自组织搜索仿真模型设计与实现[J].系统仿真学报,2022,34(8):1820-1833.
作者姓名:李坎  李云鹏  赵江波
作者单位:陆军步兵学院 石家庄校区,河北 石家庄 050227
摘    要:城市威胁背景下无人机集群自组织搜索移动目标问题,是无人机集群作战应用的一个重要发展方向。采用基于Agent的复杂系统建模仿真工具,构建了无人机集群搜索仿真模型框架,设计实现了无人机集群自组织搜索模型。在考虑无人机集群作战可能受到威胁的背景下,展示了无人机集群自组织搜索概念,探索了使用基于概率的有限状态机模型实现集群自主决策的解决方案,并通过案例进行了分析验证。该仿真模型为无人机集群作战应用研究提供了参考案例、模型支撑和实验平台。

关 键 词:无人机集群  自组织  搜索  威胁环境  仿真  有限状态机  
收稿时间:2021-03-12

Design and Implementation of UAV Swarm Self-organizing Search Model
Kan Li,Yunpeng Li,Jiangbo Zhao.Design and Implementation of UAV Swarm Self-organizing Search Model[J].Journal of System Simulation,2022,34(8):1820-1833.
Authors:Kan Li  Yunpeng Li  Jiangbo Zhao
Institution:Shijiazhuang Division of PLAA Infanty College, Shijiazhuang 050227, China
Abstract:The UAV swarm self-organizing search for moving target under the urban threat is an important implement of UAV swarm. Though Agent-based complex system modeling and simulation tools, the framework of UAV swarm search simulation model is constructed, and the self-organizing search model of UAV swarm is designed. Under the possible threats to the operational use of UAVs, the concept of self-organizing search for UAV swarm is preliminarily realized and demonstrated, and the solution of autonomous decision making for UAV swarm based on the probability-based finite state machine model is explored, which is analyzed and verified by a case. The simulation model of UAV swarm self-organizing search provides a reference case, model support and test platform for UAV swarm operation application research.
Keywords:UAV swarm  self-organization  search  threat environment  simulation  probabilistic finite-state machines(PFSMs)  
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