Unmanned Aerial Vehicles (UAVs): Collision Avoidance Systems and Approaches

被引:193
作者
Yasin, Jawad N. [1 ]
Mohamed, Sherif A. S. [1 ]
Haghbayan, Mohammad-Hashem [1 ]
Heikkonen, Jukka [1 ]
Tenhunen, Hannu [1 ,2 ]
Plosila, Juha [1 ]
机构
[1] Univ Turku, Dept Future Technol, Turku 20500, Finland
[2] KTH Royal Inst Technol, Dept Elect Syst, S-11428 Stockholm, Sweden
基金
芬兰科学院;
关键词
Autonomous aerial vehicles; autonomous vehicles; collision avoidance; active and passive sensors; optimisation-based; force-field based; sense and avoid; geometry based; OBSTACLE AVOIDANCE; AUTONOMOUS NAVIGATION; INFRARED-SENSORS; RADAR; ODOMETRY; TRACKING; OPTIMIZATION; ALGORITHMS; SEARCH;
D O I
10.1109/ACCESS.2020.3000064
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Moving towards autonomy, unmanned vehicles rely heavily on state-of-the-art collision avoidance systems (CAS). A lot of work is being done to make the CAS as safe and reliable as possible, necessitating a comparative study of the recent work in this important area. The paper provides a comprehensive review of collision avoidance strategies used for unmanned vehicles, with the main emphasis on unmanned aerial vehicles (UAV). It is an in-depth survey of different collision avoidance techniques that are categorically explained along with a comparative analysis of the considered approaches w.r.t. different scenarios and technical aspects. This also includes a discussion on the use of different types of sensors for collision avoidance in the context of UAVs.
引用
收藏
页码:105139 / 105155
页数:17
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