JOURNAL ARTICLE

Three-Dimensional Velocity Obstacle Method for Uncoordinated Avoidance Maneuvers of Unmanned Aerial Vehicles

Yazdi I. JenieErik-Jan Van KampenCoen C. de VisserJoost EllerbroekJacco Hoekstra

Year: 2016 Journal:   Journal of Guidance Control and Dynamics Vol: 39 (10)Pages: 2312-2323   Publisher: American Institute of Aeronautics and Astronautics

Abstract

This paper proposes a novel avoidance method called the three-dimensional velocity obstacle method. The method is designed for unmanned aerial vehicle applications, in particular to autonomously handle uncoordinated multiple encounters in an integrated airspace, by exploiting the limited space in a three-dimensional manner. The method is a three-dimensional extension of the velocity obstacle method that can reactively generate an avoidance maneuver by changing the vehicle velocity vector based on the encounter geometry. Adverse maneuvers of the obstacle are anticipated by introducing the concept of a buffer velocity set, which ensures that the ownship will diverge with sufficient space in case of sudden imminence. A three-dimensional resolution is generated by choosing the right plane for avoidance, in which the unmanned aerial vehicle conducts a pure turning maneuver. Implementation of the three-dimensional velocity obstacle method is tested in several simulations that demonstrate its capability to resolve various three-dimensional conflicts. A validation using Monte Carlo simulations is also conducted in stressful superconflict scenarios, which results in zero collisions occurrences for the entire 25,000 samples.<br/> <br/>

Keywords:
Obstacle avoidance Obstacle Collision avoidance Computer science Control theory (sociology) Velocity vector Set (abstract data type) Simulation Aerospace engineering Artificial intelligence Engineering Mobile robot Collision Robot

Metrics

54
Cited By
7.90
FWCI (Field Weighted Citation Impact)
22
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Guidance and Control Systems
Physical Sciences →  Engineering →  Aerospace Engineering
Robotic Path Planning Algorithms
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Air Traffic Management and Optimization
Physical Sciences →  Engineering →  Aerospace Engineering
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