Skip to main navigation Skip to search Skip to main content

A time-evolving topology based obstacle avoidance algorithm for multi-UAV formation

  • Zhentao Liu
  • , Zhihua Yang*
  • , Haifeng Yu
  • *Corresponding author for this work
  • Harbin Institute of Technology Shenzhen

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

During avoidance of obstacles, an Unmanned Aerial Vehicle (UAV) team confronts with varying communication distances and intermittent visibilities among the member nodes, leading to a time-evolving communication topology. In this paper, therefore, we present a time-evolving based avoiding algorithm for a teamed Unmanned Aerial Vehicle (UAV) system in a two-dimension environment with dynamic obstacles. In one snapshot of the time-varying topology, especially, each member node computes out a convex polygon-based hull of the next-step positions set by making distributed consensus with neighbor nodes. With a centralized approach, the team determines the largest convex region by using these obtained convex hulls within a two-dimension geometric space, where each robot will locally compute the optimal parameters for its next proper position within the resulted convex region. From the simulation results, for a dynamic clutter environment, the proposed approach presents obviously less communication overheads, less time cost and scalable with the formation size.

Original languageEnglish
Title of host publicationCommunications, Signal Processing, and Systems - Proceedings of the 2017 International Conference on Communications, Signal Processing, and Systems
EditorsQilian Liang, Min Jia, Jiasong Mu, Wei Wang, Xuhong Feng, Baoju Zhang
PublisherSpringer Verlag
Pages2476-2485
Number of pages10
ISBN (Print)9789811065705
DOIs
StatePublished - 2019
Externally publishedYes
Event6th International Conference on Communications, Signal Processing, and Systems, CSPS 2017 - Harbin, China
Duration: 14 Jul 201716 Jul 2017

Publication series

NameLecture Notes in Electrical Engineering
Volume463
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference6th International Conference on Communications, Signal Processing, and Systems, CSPS 2017
Country/TerritoryChina
CityHarbin
Period14/07/1716/07/17

Keywords

  • Formation
  • Multi-UAV team
  • Obstacle avoidance
  • Time-varing topology

Fingerprint

Dive into the research topics of 'A time-evolving topology based obstacle avoidance algorithm for multi-UAV formation'. Together they form a unique fingerprint.

Cite this