Application Scenario Modeling and Verification for Unmanned Aerial Vehicle Swarm

被引:0
|
作者
Zhang, Manqing [1 ]
Wu, Renliang [1 ]
Su, Kang [1 ]
Dong, Yunwei [1 ]
Zhang, Tao [2 ]
机构
[1] Northwestern Polytech Univ, Sch Software, Xian, Peoples R China
[2] Macau Univ Sci & Technol, Sch Comp Sci & Engn, Macau 999078, Peoples R China
来源
2024 IEEE 24TH INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY, QRS | 2024年
基金
国家重点研发计划;
关键词
Unmanned aerial vehicle swarm; Application scenarios; Meta-level theory; Formal verification; FLEXIBLE LANGUAGE; MISSIONS; SPECIFY;
D O I
10.1109/QRS62785.2024.00043
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
An unmanned aerial vehicle (UAV) swarm is a cluster system composed of multiple UAVs and is widely used in military and civilian fields. The UAV swarm has a large number of resources, complex functions, space-time constraints, and task-driven characteristics. However, existing UAV swarm task description methods are usually limited to a specific task and cannot adapt to detailed descriptions of dynamic and complex application scenarios. To this end, we propose a UAV swarm application scenario model based on meta-level theory. Specifically, we abstract three types of meta-models from UAV application scenarios: mission meta-model, resource meta-model, and constraint meta-model. Based on this model, we design and implement a UAV swarm application scenario modeling language (ASML) to support the formal description and analysis of the model. Furthermore, we define the conversion rules from ASML to timed automata. We model a logistics handling application scenario and use the model checking tool UPPAAL to verify the correctness of the scenario.
引用
收藏
页码:364 / 375
页数:12
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