TY - JOUR
T1 - Real-time method of UAV path planning based on heuristic predictive window
AU - Wang, Qiang
AU - Zhang, An
AU - Zhang, Yan Xia
N1 - Publisher Copyright:
©, 2015, Chinese Institute of Electronics. All right reserved.
PY - 2015/10/1
Y1 - 2015/10/1
N2 - In view of moving target and moving threat, in accordance to the real-time information of target and threat acquired by airborne detector, a real-time method of unmanned aerial vehicle (UAV) path planning based on heuristic predictive window is proposed. Estimating predictive window based on friend or enemy situation, the state of target and threat can be predicted by Kalman filtering. Objective function is established by using vector angle principle, which can evaluate threats and voyage costs and satisfy the UAV maneuvering constraints. By negative gradient descent online optimization, a series of UAV heading angle can be gotten, and the path planning is accomplished. The simulation results show that the method can pursuit moving target and avoid moving threat efficiently, which can realize real-time path planning for UAV.
AB - In view of moving target and moving threat, in accordance to the real-time information of target and threat acquired by airborne detector, a real-time method of unmanned aerial vehicle (UAV) path planning based on heuristic predictive window is proposed. Estimating predictive window based on friend or enemy situation, the state of target and threat can be predicted by Kalman filtering. Objective function is established by using vector angle principle, which can evaluate threats and voyage costs and satisfy the UAV maneuvering constraints. By negative gradient descent online optimization, a series of UAV heading angle can be gotten, and the path planning is accomplished. The simulation results show that the method can pursuit moving target and avoid moving threat efficiently, which can realize real-time path planning for UAV.
KW - Heuristic predictive window
KW - Kalman filtering
KW - Real-time path planning
KW - Unmanned aerial vehicle (UAV)
UR - http://www.scopus.com/inward/record.url?scp=84944414893&partnerID=8YFLogxK
U2 - 10.3969/j.issn.1001-506X.2015.10.14
DO - 10.3969/j.issn.1001-506X.2015.10.14
M3 - 文章
AN - SCOPUS:84944414893
SN - 1001-506X
VL - 37
SP - 2279
EP - 2285
JO - Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
JF - Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
IS - 10
ER -