TY - JOUR
T1 - Ground target tracking and collision avoidance for UAV based guidance vector field
AU - Peng, Zhihong
AU - Chen, Zhimin
N1 - Publisher Copyright:
© 2015, Fuji Technology Press. All rights reserved.
PY - 2015/3/1
Y1 - 2015/3/1
N2 - This paper focuses on ground-moving target tracking of an unmanned aerial vehicle (UAV) in the presence of static obstacles and moving threat sources. Due to a UAV is restricted by airspace restrictions and measurement limitations during flight, we derive a dynamic path planning strategy by generating guidance vector filed combined Lyapunov vector field with collision avoidance potential function to track target in standoff distance loitering pattern, and resolved collision avoidance, simultaneously. This method relies only on the current information of the UAV and target, and generates a single-step route plan in realtime. Its performance is simple, efficient, and fast and have low computational complexity. The results of numerical simulation verify the effectiveness of the tracking and collision avoidance process of the UAV.
AB - This paper focuses on ground-moving target tracking of an unmanned aerial vehicle (UAV) in the presence of static obstacles and moving threat sources. Due to a UAV is restricted by airspace restrictions and measurement limitations during flight, we derive a dynamic path planning strategy by generating guidance vector filed combined Lyapunov vector field with collision avoidance potential function to track target in standoff distance loitering pattern, and resolved collision avoidance, simultaneously. This method relies only on the current information of the UAV and target, and generates a single-step route plan in realtime. Its performance is simple, efficient, and fast and have low computational complexity. The results of numerical simulation verify the effectiveness of the tracking and collision avoidance process of the UAV.
KW - Collision avoidance
KW - Guidance vector field
KW - Target tracking
KW - Unmanned aerial vehicle (UAV)
UR - http://www.scopus.com/inward/record.url?scp=84961337414&partnerID=8YFLogxK
U2 - 10.20965/jaciii.2015.p0277
DO - 10.20965/jaciii.2015.p0277
M3 - Article
AN - SCOPUS:84961337414
SN - 1343-0130
VL - 19
SP - 277
EP - 283
JO - Journal of Advanced Computational Intelligence and Intelligent Informatics
JF - Journal of Advanced Computational Intelligence and Intelligent Informatics
IS - 2
ER -