Cooperative Path Following Control of Fixed-wing Unmanned Aerial Vehicles with Collision Avoidance

被引:22
|
作者
Zhao, Shulong [1 ]
Wang, Xiangke [1 ]
Chen, Hao [1 ]
Wang, Yajing [1 ]
机构
[1] Natl Univ Def Technol, Coll Intelligence Sci & Technol, Changsha 410073, Peoples R China
关键词
Cooperative path following; Fixed-wing UAVs; Vector field histogram (VFH); Collision avoidance; MODEL-PREDICTIVE CONTROL; MULTIPLE UAVS; TRACKING; ROBOT;
D O I
10.1007/s10846-020-01210-3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose a novel curved path following scheme for multiple fixed-wing unmanned aerial vehicles (UAVs) that can achieve coordinated curved path following and handle collision avoidance simultaneously. The proposed solution is a hybrid system that combines a path following strategy and a collision avoidance method to ensure collision-free maneuvering of a group of UAVs cooperative flight. A strategy based on a virtual structure and a kinematic model is proposed to derive the cooperative curved path following. Meanwhile, a possible collision will occur when multi-UAVs flight in the form of dense formations, or there are path intersections when the formation is changed. However, all fixed-wing vehicles need to maintain a minimum airspeed and cannot stop before the collision. Therefore, there is a need for a fast and efficient method that can be implemented online, taking into account the physical limitations of the vehicle (minimum speed, turning rate, etc.) to avoid possible collision. We employ a modified vector field histogram (VFH) method to provide real-time collision avoidance, and evasive maneuvers work only if the distance is within the conflict zone. In order to verify the proposed control scheme, dense formation flight tests of small fixed-wing UAVs were implemented.
引用
收藏
页码:1569 / 1581
页数:13
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