A Safe Flight Method for Swarm Formation Based on Virtual Center in Complex Environments

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.

Authors

Institutions

Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1109/icus61736.2024.10840008
Primary Topic
Distributed Control Multi-Agent Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Safe Flight Method for Swarm Formation Based on Virtual Center in Complex Environments

Jinwu Xiang, Ziyi Zong, Zhan Tu, Xin Dong
Distributed Control Multi-Agent Systems
article

A Safe Flight Method for Swarm Formation Based on Virtual Center in Complex Environments

Jinwu Xiang, Ziyi Zong, Zhan Tu, Xin Dong
article en

Abstract

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.

Beihang University (CN)
Openalex Percentile: Top 70%
Distributed Control Multi-Agent Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.