A Comparative Study of Collision Avoidance Techniques for Unmanned Aerial Vehicles

被引:24
|
作者
Alexopoulos, Alexander [1 ]
Kandil, Amr [1 ]
Orzechowski, Piotr [1 ]
Badreddin, Essameddin [1 ]
机构
[1] Heidelberg Univ, Inst Comp Engn, Automat Lab, Mannheim, Germany
来源
2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013) | 2013年
关键词
unmanned aerial vehicles; geometric collision avoidance; repulsion force; collision avoidance with A*search; DESIGN;
D O I
10.1109/SMC.2013.338
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper three collision avoidance methods for an unmanned aerial vehicle (UAV) are tested and compared to one another. The quadrocopter dynamic model with attitude and velocity controller, a trajectory generator and a selection of collision avoidance approaches were implemented. The first collision avoidance method is based on a geometric approach which computes a direction of avoidance from the flight direction and simple geometric equations. The second technique uses virtual repulsive force fields causing the UAV to be repelled by obstacles. The last method is a grid-based online path re-planning algorithm with A* search that finds a collision free path during flight. Various flight scenarios were defined including static and dynamic obstacles.
引用
收藏
页码:1969 / 1974
页数:6
相关论文
共 50 条
  • [41] Obstacle Avoidance for Unmanned Aerial Vehicles
    Gonçalo Charters Santos Cruz
    Pedro Miguel Martins Encarnação
    Journal of Intelligent & Robotic Systems, 2012, 65 : 203 - 217
  • [42] Study on Collision Avoidance for Unmanned Aerial Vehicle and Reach the Goal
    Yang, Xiu-Xia
    Liu, Xiao-Wei
    Yi, Zhang
    2014 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2014, : 1926 - 1931
  • [43] Agent-based multi-layer, collision avoidance to unmanned aerial vehicles
    Sislak, David
    Volf, Pfemysl
    Komenda, Antonin
    Samek, Jiri
    Pechoucek, Michal
    2007 INTERNATIONAL CONFERENCE ON INTEGRATION OF KNOWLEDGE INTENSIVE MULTI-AGENT SYSTEMS, 2007, : 365 - +
  • [44] Three Dimensional Collision Avoidance for Multi Unmanned Aerial Vehicles Using Velocity Obstacle
    Chee Yong Tan
    Sunan Huang
    Kok Kiong Tan
    Rodney Swee Huat Teo
    Journal of Intelligent & Robotic Systems, 2020, 97 : 227 - 248
  • [45] Collision Avoidance with Optimal Path Replanning of Fixed-Wing Unmanned Aerial Vehicles
    Ravichandran, Hariharan
    Hota, Sikha
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2021, 44 (11) : 2118 - 2125
  • [46] A Reactive Inverse PN Algorithm for Collision Avoidance among Multiple Unmanned Aerial Vehicles
    George, Joel
    Ghose, Debasish
    2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, : 3890 - 3895
  • [47] Adaptive Formation Control for Unmanned Aerial Vehicles With Collision Avoidance and Switching Communication Network
    Yu, Yajing
    Chen, Chen
    Guo, Jian
    Chadli, Mohammed
    Xiang, Zhengrong
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (03) : 1435 - 1445
  • [48] Three Dimensional Collision Avoidance for Multi Unmanned Aerial Vehicles Using Velocity Obstacle
    Tan, Chee Yong
    Huang, Sunan
    Tan, Kok Kiong
    Teo, Rodney Swee Huat
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2020, 97 (01) : 227 - 248
  • [49] Trajectory planning with mid-air collision avoidance for quadrotor unmanned aerial vehicles
    Jiang, Yuhang
    Hu, Shiqiang
    Damaren, Christopher J.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2022, 236 (09) : 1721 - 1737
  • [50] Sense and Collision Avoidance of Unmanned Aerial Vehicles Using Geometric Guidance and Flatness Approaches
    Fu, Yu
    Soupin, Puthy
    Yu, Xiang
    Zhang, Youmin
    Cole, Phil
    2015 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS'15), 2015, : 601 - 606