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Obstacle Avoidance Based on 2D-Lidar in Unknown Environment

  • Kai Yan
  • , Baoli Ma*
  • *Corresponding author for this work
  • Beihang University

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

Abstract

This paper present a new obstacle avoidance algorithm based on 2D-lidar. The algorithm is applied to the problem of reactive navigation for onmi-directional mobile robots in the face of concave obstacles. Two-layer structures are involved in the proposed algorithm. The first layer aims at determining the current exit point. In the second layer, a basic planner is adopted, steering the robot move to the current exit. The core idea of the algorithm is to determine the exit point at each time step. To verify the effectiveness of the proposed algorithm, numerical simulations are presented. The algorithm is compared with potential field method. Results show that the proposed algorithm has good performance especially facing with concave obstacles.

Original languageEnglish
Title of host publicationProceedings of 2019 Chinese Intelligent Systems Conference - Volume I
EditorsYingmin Jia, Junping Du, Weicun Zhang
PublisherSpringer Verlag
Pages609-618
Number of pages10
ISBN (Print)9789813296817
DOIs
StatePublished - 2020
EventChinese Intelligent Systems Conference, CISC 2019 - Haikou, China
Duration: 26 Oct 201927 Oct 2019

Publication series

NameLecture Notes in Electrical Engineering
Volume592
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

ConferenceChinese Intelligent Systems Conference, CISC 2019
Country/TerritoryChina
CityHaikou
Period26/10/1927/10/19

Keywords

  • 2D-lidar
  • Concave obstacles
  • Exits
  • Obstacle avoidance

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