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Trajectory Planning and Offloading Strategies of Multi-UAV Mapping Task

  • Beihang University
  • Ministry of Transport of the People's Republic of China

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

Abstract

Mapping with unmanned aerial vehicles (UAVs) is a crucial method for acquiring geo-environmental information and conducting environmental monitoring. However, UAVs are constrained by their energy sources, which limits their operational time. Optimizing system performance is a critical challenge that needs to be addressed. This paper investigates a scenario involving cooperative area mapping by a UAV swarm. It introduces a joint optimization model for flight trajectory and computational offloading, aimed at reducing the energy consumption associated with mapping tasks. Specifically, it considers the UAV flight energy model, computational energy model, and offloading strategy. The optimization objective is to minimize the energy usage of the UAV swarm system, utilizing the particle swarm optimization algorithm for the solution. Simulation results demonstrate that the joint optimization scheme is more efficient and outperforms the comparison scheme. Therefore, this method can significantly reduce the energy consumption of the UAV swarm system.

Original languageEnglish
Title of host publicationProceedings of 4th 2024 International Conference on Autonomous Unmanned Systems, 4th ICAUS 2024
EditorsLianqing Liu, Yifeng Niu, Wenxing Fu, Yi Qu
PublisherSpringer Science and Business Media Deutschland GmbH
Pages481-489
Number of pages9
ISBN (Print)9789819635511
DOIs
StatePublished - 2025
Event4th International Conference on Autonomous Unmanned Systems, ICAUS 2024 - Shenyang, China
Duration: 19 Sep 202421 Sep 2024

Publication series

NameLecture Notes in Electrical Engineering
Volume1374 LNEE
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference4th International Conference on Autonomous Unmanned Systems, ICAUS 2024
Country/TerritoryChina
CityShenyang
Period19/09/2421/09/24

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Joint optimization
  • Mapping
  • Task offloading
  • UAV swarm

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