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High-Precision Localization of Mobile Robot Based on Particle Filters Combined with Triangle Matching

  • Huaidong Zhou*
  • , Wanchen Tuo
  • , Wusheng Chou
  • *Corresponding author for this work
  • Beihang University

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

Abstract

Robot location is a fundamental technology in the field of autonomous robotics and has been widely studied. However, high-precision localization of the mobile robot is still a serious challenge. To investigate this point further, this paper proposes a method to improve the autonomous robot localization accuracy, which adjusts the number of particles in the AMCL algorithm by fusing the information of LRL. LRL data is used to improve the localization accuracy of mobile platforms and prevent kidnapped robot problems. The algorithm is conducted and verified in a real robot system. The experiment results show that the proposed method can achieve high-precision locations in real-world scenarios, and verify the effectiveness of the improved localization system.

Original languageEnglish
Title of host publicationCognitive Systems and Information Processing - 7th International Conference, ICCSIP 2022, Revised Selected Papers
EditorsFuchun Sun, Angelo Cangelosi, Jianwei Zhang, Yuanlong Yu, Huaping Liu, Bin Fang
PublisherSpringer Science and Business Media Deutschland GmbH
Pages644-652
Number of pages9
ISBN (Print)9789819906161
DOIs
StatePublished - 2023
Event7th International Conference on Cognitive Systems and Information Processing, ICCSIP 2022 - Fuzhou, China
Duration: 17 Dec 202218 Dec 2022

Publication series

NameCommunications in Computer and Information Science
Volume1787 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference7th International Conference on Cognitive Systems and Information Processing, ICCSIP 2022
Country/TerritoryChina
CityFuzhou
Period17/12/2218/12/22

Keywords

  • Autonomous mobile robotics
  • High-precision localization
  • Laser reflector landmarks
  • Triangle match

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