Back to Search Start Over

Artificial Potential Field with Discrete Map Transformation for Feasible Indoor Path Planning

Authors :
Muhammad Zulfaqar Azmi
Toshio Ito
Source :
Applied Sciences, Vol 10, Iss 24, p 8987 (2020)
Publication Year :
2020
Publisher :
MDPI AG, 2020.

Abstract

This work considers the path planning problem of personal mobility vehicle (PMV) for indoor navigation using the Artificial Potential Field (APF) method. The APF method sometimes suffers from an infinite loop problem during the planning phase when the goal is blocked by obstacles with certain characteristics. To address the issue, this study deploys the map augmentation method for replanning. When infinite loop situations occur, the map is transformed and the search for drivable path is initiated. The method successfully generates a feasible trajectory when the map is rotated at a certain angle. The scenario of successful planning is shown in the result.

Details

Language :
English
ISSN :
20763417
Volume :
10
Issue :
24
Database :
Directory of Open Access Journals
Journal :
Applied Sciences
Publication Type :
Academic Journal
Accession number :
edsdoj.f200a201db5e4295bfbc4956ffba2e4f
Document Type :
article
Full Text :
https://doi.org/10.3390/app10248987