journal article·2023-01-23Open access

Design and Implementation of Simulation System for Multi-UAV Mission

Duo Qi, Ming Cai, Zhiqiang Jiao, Xingyu He, Xiaoyue Ren, Yiming Hou

Applied Sciences· Volume 13· Issue 3

Abstract

Multi-UAV (unmanned aerial vehicle) mission collaboration is one of the current research hotspots in automation, artificial intelligence, and other fields. The difficulty and high cost of real flight verification have led to the problem that related knowledge learning focuses on theoretical derivation and ignores technical practice. In this paper, a multi-UAV mission simulation system is designed to show the greatest advantage of its collaborative mission planning results simulated and tested in 3D scenarios. It simultaneously reflects and records changes in UAV position, velocity, status, and other state values. The simulation program can be directly applied to real flight with only a few settings. First, the general system framework is presented. Second, according to the simulation requirements, the key modules involved in the software in the loop are given. Finally, through a path planning test for two UAVs, the effect of the system is demonstrated. The results show that the simulation verification based on the system is consistent with the real flight results in terms of functional implementation. It is applicable to the teaching process of related majors and can also provide support for the realization of many complex tasks in the future.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Robotic Path Planning Algorithms · Distributed Control Multi-Agent Systems · UAV Applications and Optimization

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Air Traffic Control and Navigation College, Air Force Engineering University, Xi’an 710051, China

Unit 95910 of the People’s Liberation Army, Jiuquan 735018, China

Funding

Shaanxi Natural Science Foundation

References (39)

Show source-provided references
1. Multiple logistics unmanned aerial vehicle collaborative task allocation in urban areas
2. Object detection in UAV imagery based on deep learning: Review
3. Navigation system and strategies for electric inspecting UAV autonomously landing10.37188/OPE.20223011.1362 ↗
4. ED-YOLO power inspection UAV obstacle avoidance target detection algorithm based on model compression
5. Analysis on Key Technologies and Development Trend of Reconnaissance and Strike Integrated UAV
6. Key Technologies for UAV Reconnaissance/Strike Integration
7. Application of UAV reconnaissance force in special operations
8. Development of UAV Reconnaissance and Strike Integrated Weapon System
9. Laser irradiation precision analysis of photoelectric platform for high speed unmanned aerial vehicle with scouting and hitting
10. Li, D. (2017). Fixed Wing UAV Ground Vehicle Target Automatic Detection and Tracking, University of Chinese Academy of Sciences (National Space Science Center of Chinese Academy of Sciences).
11. Application Research of UAV Swarm in Airfield Sealing and Control Operations
12. Design of target tracking system for quad rotor UAV
13. Real time detection and tracking of UAV video moving targets
14. Moving Target Fast Tracking Based on UAV Video
15. Rotor UAV Visual Tracking System
16. Airborne PTZ adaptive tracking control of small UAV ground target tracking system
17. Using UAVs to track ground targets—The latest research progress
18. Flight Verification of Multiple UAVs Collaborative Air Combat Imitating the Intelligent Behavior in Hawks
19. Cooperative attack-defense game of multiple UAVs with asymmetric maneuverability
20. Path Planning for Multiple Targets Interception by the Swarm of UAVs based on Swarm Intelligence Algorithms: A Review10.1080/02564602.2021.1894250 ↗
21. Cooperative search-attack mission planning for multi-UAV based on intelligent self-organized algorithm10.1016/j.ast.2018.01.035 ↗
22. Logic-based distributed switching control for agents in power chained form with multiple unknown control directions10.1016/j.automatica.2021.110143 ↗
23. A separation-based methodology to consensus tracking of switched high-order nonlinear multi-agent systems10.1109/TNNLS.2021.3070824 ↗
24. Autonomous reconfiguration control method for multi-UAV formation based on RQPSO-DMPC
25. Unmanned aerial vehicles swarm conflict based on multi-agent system
26. Realization of 3D Terrain Simulation in Flight Simulation System
27. Safety modeling and simulation of multi-factor coupling heavy-equipment airdrop10.1016/j.cja.2014.08.014 ↗
28. Stabilization Approaches for Reinforcement Learning-Based End-to-End Autonomous Driving10.1109/TVT.2020.2979493 ↗
29. Research progress and development trend of U.S. military swarm UAVs
30. Recent development of unmanned aerial vehicle swarms
31. Obdržálek, Z. (September, January 29). Software environment for simulation of UAV multi-agent system. Proceedings of the 2016 21st International Conference on Methods and Models in Automation and Robotics (MMAR), Międzyzdroje, Poland.10.1109/MMAR.2016.7575225 ↗
32. García, J., and Molina, J.M. (2019, January 11–15). Simulation in Real Conditions of Navigation and Obstacle Avoidance with PX4/Gazebo Platform. Proceedings of the 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Kyoto, Japan.10.1109/PERCOMW.2019.8730764 ↗
33. Peng, Q. (2019). Design and Implementation of an Interactive UAV Swarm Virtual Simulation Platform, University of Tianjin.
34. Synchronous path formation control of UAV swarm based on robot operating system (ROS)
35. Obstacle avoidance path planning of intelligent mobile based on improved fireworks-ant colony hybrid algorithm
36. Path Planning of Multirotor UAV Based on the Improved Ant Colony Algorithm
37. Research Progress in Theory and Application of Ant Colony Algorithm
38. An Adaptive Ant Colony Algorithm and Its Simulation
39. An Ant Colony Algorithm Based Segmental Solution Algorithm for TSP