TY - GEN
T1 - The simulation of the uav collision avoidance based on the artificial potential field method
AU - Liu, Jian Ying
AU - Guo, Zi Qi
AU - Liu, Shi Yue
PY - 2012
Y1 - 2012
N2 - To deal with dynamic path planning of unmanned aerial vehicles(uav) in the complicated 3-D environment, a new method that combines the Lyapunov theorem with the artificial potential is proposed. The mission region is described as the artificial potential field. In this paper, it proves that the balance point is a saddle point, only when uav reaches the target, the balance point is stable, the rest of the balance point are divergent, so uav can escape the minimum point as soon as possible. The simulation results show that this proposed method can effectively make uav avoid collision, and escape well the local minimum value point. The optimization results are better than the simplex artificial potential field, and have better optimization precision and tracing speed.
AB - To deal with dynamic path planning of unmanned aerial vehicles(uav) in the complicated 3-D environment, a new method that combines the Lyapunov theorem with the artificial potential is proposed. The mission region is described as the artificial potential field. In this paper, it proves that the balance point is a saddle point, only when uav reaches the target, the balance point is stable, the rest of the balance point are divergent, so uav can escape the minimum point as soon as possible. The simulation results show that this proposed method can effectively make uav avoid collision, and escape well the local minimum value point. The optimization results are better than the simplex artificial potential field, and have better optimization precision and tracing speed.
KW - Artificial potential field
KW - Collision avoidance
KW - Lyapunov theorem
KW - Uav
UR - http://www.scopus.com/inward/record.url?scp=84871065530&partnerID=8YFLogxK
U2 - 10.4028/www.scientific.net/AMR.591-593.1400
DO - 10.4028/www.scientific.net/AMR.591-593.1400
M3 - Conference contribution
AN - SCOPUS:84871065530
SN - 9783037855362
T3 - Advanced Materials Research
SP - 1400
EP - 1404
BT - Manufacturing Engineering and Automation II
T2 - 2012 International Conference on Manufacturing Engineering and Automation, ICMEA 2012
Y2 - 16 November 2012 through 18 November 2012
ER -