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

被引:172
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
来源
IEEE ACCESS | 2020年 / 8卷
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
相关论文
共 139 条
  • [51] Radar Taking Off
    Huegler, Philipp
    Roos, Fabian
    Schartel, Markus
    Geiger, Martin
    Waldschmidt, Christian
    [J]. IEEE MICROWAVE MAGAZINE, 2018, 19 (07) : 43 - 53
  • [52] Iqbal J, 2013, LIFE SCI J, V10, P3338
  • [53] Jenie Y. I., 2016, J GUID CONTROL DYNAM, V39, P1
  • [54] Kanarachos Stratis A., 2009, International Journal of Vehicle Autonomous Systems, V7, P73, DOI 10.1504/IJVAS.2009.027968
  • [55] Kemkemian Stephane, 2009, 2009 International Radar Conference Radar "Surveillance for a Safer World" (RADAR 2009)
  • [57] Kiefer R. J., 2007, U.S. Patent, Patent No. [7 245 231, 7245231]
  • [58] Modified 1D Virtual Force Field Approach to Moving Obstacle Avoidance for Autonomous Ground Vehicles
    Kim, Chan Yeong
    Kim, Yong Hwi
    Ra, Won-Sang
    [J]. JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2019, 14 (03) : 1367 - 1374
  • [59] Kim J, 2012, 2012 12TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), P630
  • [60] ACTIVE INFRARED-SENSORS FOR MOBILE ROBOTS
    KORBA, L
    ELGAZZAR, S
    WELCH, T
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1994, 43 (02) : 283 - 287