JOURNAL ARTICLE

Velocity Obstacle Method for Non-cooperative Autonomous Collision Avoidance System for UAVs

Abstract

Unmanned Aerial Vehicles (UAVs) are required to have Autonomous Collision Avoidance System (ACAS) to resolve conflicts, especially when flying in the National Airspace System (NAS). This paper focused on the non-cooperative concept for avoidance, where UAVs face rogue obstacle that does not cooperatively share their flight data, nor they follows the rule of the air. UAVswill rely on its on-board sensor for avoidance, in space and time range that is limited. The limitation make the entire process of sense, detect, and avoid (SDA) mostly not applicable, and sense and avoid (SA) manner is more preferable and safe. A method called SA-VO that extend the use of the known Velocity Obstacle (VO-) method is introduce to handle the problem. The method produce more efficient avoidance in the non-cooperative space than SA manner of avoidance, without fully run the SDA process. Probability of collision map based on ranges of obstacle range of positions and velocity is predefine to replace the detection part of SDA. The method is then tested using simulations of encounters between UAV and an obstacle. The simulations show that SA-VO can be a middle ground between the SDA and SA manner of avoidance.

Keywords:
Collision avoidance Obstacle avoidance Obstacle Computer science Collision avoidance system Process (computing) Range (aeronautics) Collision Trajectory Real-time computing Space (punctuation) Simulation Control theory (sociology) Aerospace engineering Artificial intelligence Engineering Mobile robot Computer security Robot Geography

Metrics

17
Cited By
2.04
FWCI (Field Weighted Citation Impact)
12
Refs
0.91
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Robotic Path Planning Algorithms
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Guidance and Control Systems
Physical Sciences →  Engineering →  Aerospace Engineering
Robotics and Sensor-Based Localization
Physical Sciences →  Engineering →  Aerospace Engineering
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