Velocity Obstacle Based 3D Collision Avoidance Scheme for Low-Cost Micro UAVs

被引:9
|
作者
Choi, Myungwhan [1 ]
Rubenecia, Areeya [1 ]
Shon, Taeshik [2 ]
Choi, Hyo Hyun [3 ]
机构
[1] Sogang Univ, Dept Comp Sci & Engn, Seoul 04107, South Korea
[2] Ajou Univ, Div Informat & Comp Engn, Suwon 16499, South Korea
[3] Inha Tech Coll, Dept Comp Sci, Incheon 22212, South Korea
基金
新加坡国家研究基金会;
关键词
UAV; 3D collision avoidance; velocity obstacle; estimation; sensor;
D O I
10.3390/su9071174
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
An unmanned aerial vehicle (UAV) must be able to safely reach its destination even, when it can only gather limited information about its environment. When an obstacle is detected, the UAV must be able to choose a path that will avoid collision with the obstacle. For the collision avoidance scheme, we apply the velocity obstacle approach since it is applicable even with the UAV's limited sensing capability. To be able to apply the velocity obstacle approach, we need to know the parameter values of the obstacle such as its size, current velocity and current position. However, due to the UAV's limited sensing capability, such information about the obstacle is not available. Thus, by evaluating sensor readings, we get the changes in the possible positions of the obstacle in order to generate the velocity obstacle and make the UAV choose a collision-free trajectory towards the destination. We performed simulation on different obstacle movements and the collision-free trajectory of the UAV is shown in the simulation results.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] 3D Collision Avoidance Scheme for Low-cost Micro UAVs
    Rubenecia, Areeya
    Choi, Myungwhan
    Choi, Hyo Hyun
    [J]. 2017 INTERNATIONAL CONFERENCE ON PLATFORM TECHNOLOGY AND SERVICE (PLATCON), 2017, : 161 - 166
  • [2] Obstacle avoidance for low-cost UAVs
    Aguilar, Wilbert G.
    Casaliglla, Veronica P.
    Polit, Jose L.
    [J]. 2017 11TH IEEE INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC), 2017, : 503 - 508
  • [3] A low-cost vision system for online reciprocal collision avoidance with UAVs
    Estevez, Julian
    Nunez, Endika
    Lopez-Guede, Jose Manuel
    Garate, Gorka
    [J]. AEROSPACE SCIENCE AND TECHNOLOGY, 2024, 150
  • [4] Modeling and Prototyping a Modular, Low-Cost Collision Avoidance System for UAVs
    Holliday, Tyler
    Hill, Bryce
    Wold, Josh
    [J]. 2021 IEEE AEROSPACE CONFERENCE (AEROCONF 2021), 2021,
  • [5] Obstacle Detection and Collision Avoidance for a UAV With Complementary Low-Cost Sensors
    Gageik, Nils
    Benz, Paul
    Montenegro, Sergio
    [J]. IEEE ACCESS, 2015, 3 : 599 - 609
  • [6] Collision Avoidance Scheme for Micro UAVs Delivering Information
    Choi, Hyo Hyun
    Rubenecia, Areeya
    Contreras, Paul Vincent
    Choi, Myungwhan
    [J]. 2016 INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN), 2016, : 45 - 50
  • [7] 3D Path Planning and Stereo-based Obstacle Avoidance for Rotorcraft UAVs
    Hrabar, Stefan
    [J]. 2008 IEEE/RSJ INTERNATIONAL CONFERENCE ON ROBOTS AND INTELLIGENT SYSTEMS, VOLS 1-3, CONFERENCE PROCEEDINGS, 2008, : 807 - 814
  • [8] A 3D Trajectory Planning Scheme Based on Visual Obstacle Localization and Avoidance
    Wang Gang
    Ge, Shuzhi Sam
    [J]. 2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 5889 - 5894
  • [9] Decentralized 3D Collision Avoidance for Multiple UAVs in Outdoor Environments
    Ferrera, Eduardo
    Alcantara, Alfonso
    Capitan, Jesus
    Castano, Angel R.
    Marron, Pedro J.
    Ollero, Anibal
    [J]. SENSORS, 2018, 18 (12)
  • [10] Vision-based obstacle avoidance for a small, low-cost robot
    Viet, Chau Nguyen
    Marshall, Ian
    [J]. ICINCO 2007: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL RA-1: ROBOTICS AND AUTOMATION, VOL 1, 2007, : 275 - 279