TY - JOUR
T1 - Dynamic collision avoidance for cooperative fixed-wing UAV swarm based on normalized artificial potential field optimization
AU - Liu, Wei heng
AU - Zheng, Xin
AU - Deng, Zhi hong
N1 - Publisher Copyright:
© 2021, Central South University Press and Springer-Verlag GmbH Germany, part of Springer Nature.
PY - 2021/10
Y1 - 2021/10
N2 - Cooperative path planning is an important area in fixed-wing UAV swarm. However, avoiding multiple time-varying obstacles and avoiding local optimum are two challenges for existing approaches in a dynamic environment. Firstly, a normalized artificial potential field optimization is proposed by reconstructing a novel function with anisotropy in each dimension, which can make the flight speed of a fixed UAV swarm independent of the repulsive/attractive gain coefficient and avoid trapping into local optimization and local oscillation. Then, taking into account minimum velocity and turning angular velocity of fixed-wing UAV swarm, a strategy of decomposing target vector to avoid moving obstacles and pop-up threats is proposed. Finally, several simulations are carried out to illustrate superiority and effectiveness.
AB - Cooperative path planning is an important area in fixed-wing UAV swarm. However, avoiding multiple time-varying obstacles and avoiding local optimum are two challenges for existing approaches in a dynamic environment. Firstly, a normalized artificial potential field optimization is proposed by reconstructing a novel function with anisotropy in each dimension, which can make the flight speed of a fixed UAV swarm independent of the repulsive/attractive gain coefficient and avoid trapping into local optimization and local oscillation. Then, taking into account minimum velocity and turning angular velocity of fixed-wing UAV swarm, a strategy of decomposing target vector to avoid moving obstacles and pop-up threats is proposed. Finally, several simulations are carried out to illustrate superiority and effectiveness.
KW - cooperative path planning
KW - dynamic obstacle avoidance
KW - fixed-wing UAV swarm
KW - local optimization
KW - normalized artificial potential field
UR - http://www.scopus.com/inward/record.url?scp=85119516877&partnerID=8YFLogxK
U2 - 10.1007/s11771-021-4840-5
DO - 10.1007/s11771-021-4840-5
M3 - Article
AN - SCOPUS:85119516877
SN - 2095-2899
VL - 28
SP - 3159
EP - 3172
JO - Journal of Central South University
JF - Journal of Central South University
IS - 10
ER -