TY - GEN
T1 - A Safe Flight Method for Swarm Formation Based on Virtual Center in Complex Environments
AU - Zong, Ziyi
AU - Dong, Xin
AU - Xiang, Jinwu
AU - Tu, Zhan
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Using multi-drones formation to transport heavy objects with ropes has become a common method, addressing the limited load-carrying capacity of a single drone. To avoid rope entanglement during transportation, the formation configuration needs to be maintained. However, existing formation control strategies emphasize formation stability while neglecting obstacle avoidance capabilities. To address this issue, this paper proposes a safe flight method for drone swarms in complex environments based on a virtual center. The virtual center of the formation is calculated based on the positions of each drone within the swarm. Following this calculation, a safe and feasible trajectory for the virtual center is computed using an optimization approach. Subsequently, a consensus control strategy is proposed considering the positional offsets between drones and the virtual center to ensure formation stability during flight. Additionally, we propose an affine formation transformation centered around the virtual center. This transformation enhances swarm navigation safety in obstacle-dense environments and mitigates the risk of rope entanglement. Finally, simulation experiments validate the feasibility of the proposed method, demonstrating that the swarm formation can fly safely and stably in complex environments.
AB - Using multi-drones formation to transport heavy objects with ropes has become a common method, addressing the limited load-carrying capacity of a single drone. To avoid rope entanglement during transportation, the formation configuration needs to be maintained. However, existing formation control strategies emphasize formation stability while neglecting obstacle avoidance capabilities. To address this issue, this paper proposes a safe flight method for drone swarms in complex environments based on a virtual center. The virtual center of the formation is calculated based on the positions of each drone within the swarm. Following this calculation, a safe and feasible trajectory for the virtual center is computed using an optimization approach. Subsequently, a consensus control strategy is proposed considering the positional offsets between drones and the virtual center to ensure formation stability during flight. Additionally, we propose an affine formation transformation centered around the virtual center. This transformation enhances swarm navigation safety in obstacle-dense environments and mitigates the risk of rope entanglement. Finally, simulation experiments validate the feasibility of the proposed method, demonstrating that the swarm formation can fly safely and stably in complex environments.
KW - affine transform
KW - swarm formation
KW - trajectory optimization
KW - virtual structure
UR - https://www.scopus.com/pages/publications/85218074280
U2 - 10.1109/ICUS61736.2024.10840008
DO - 10.1109/ICUS61736.2024.10840008
M3 - 会议稿件
AN - SCOPUS:85218074280
T3 - Proceedings of 2024 IEEE International Conference on Unmanned Systems, ICUS 2024
SP - 707
EP - 712
BT - Proceedings of 2024 IEEE International Conference on Unmanned Systems, ICUS 2024
A2 - Song, Rong
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2024 IEEE International Conference on Unmanned Systems, ICUS 2024
Y2 - 18 October 2024 through 20 October 2024
ER -