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Omni-Directional Scanning Localization Method of a Mobile Robot Based on Ultrasonic Sensors

Improved ranging accuracy is obtained by the development of a novel ultrasonic sensor ranging algorithm, unlike the conventional ranging algorithm, which considers the divergence angle and the incidence angle of the ultrasonic sensor synchronously. An ultrasonic sensor scanning method is developed b...

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Autores principales: Mu, Wei-Yi, Zhang, Guang-Peng, Huang, Yu-Mei, Yang, Xin-Gang, Liu, Hong-Yan, Yan, Wen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191168/
https://www.ncbi.nlm.nih.gov/pubmed/27999396
http://dx.doi.org/10.3390/s16122189
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author Mu, Wei-Yi
Zhang, Guang-Peng
Huang, Yu-Mei
Yang, Xin-Gang
Liu, Hong-Yan
Yan, Wen
author_facet Mu, Wei-Yi
Zhang, Guang-Peng
Huang, Yu-Mei
Yang, Xin-Gang
Liu, Hong-Yan
Yan, Wen
author_sort Mu, Wei-Yi
collection PubMed
description Improved ranging accuracy is obtained by the development of a novel ultrasonic sensor ranging algorithm, unlike the conventional ranging algorithm, which considers the divergence angle and the incidence angle of the ultrasonic sensor synchronously. An ultrasonic sensor scanning method is developed based on this algorithm for the recognition of an inclined plate and to obtain the localization of the ultrasonic sensor relative to the inclined plate reference frame. The ultrasonic sensor scanning method is then leveraged for the omni-directional localization of a mobile robot, where the ultrasonic sensors are installed on a mobile robot and follow the spin of the robot, the inclined plate is recognized and the position and posture of the robot are acquired with respect to the coordinate system of the inclined plate, realizing the localization of the robot. Finally, the localization method is implemented into an omni-directional scanning localization experiment with the independently researched and developed mobile robot. Localization accuracies of up to ±3.33 mm for the front, up to ±6.21 for the lateral and up to ±0.20° for the posture are obtained, verifying the correctness and effectiveness of the proposed localization method.
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spelling pubmed-51911682017-01-03 Omni-Directional Scanning Localization Method of a Mobile Robot Based on Ultrasonic Sensors Mu, Wei-Yi Zhang, Guang-Peng Huang, Yu-Mei Yang, Xin-Gang Liu, Hong-Yan Yan, Wen Sensors (Basel) Article Improved ranging accuracy is obtained by the development of a novel ultrasonic sensor ranging algorithm, unlike the conventional ranging algorithm, which considers the divergence angle and the incidence angle of the ultrasonic sensor synchronously. An ultrasonic sensor scanning method is developed based on this algorithm for the recognition of an inclined plate and to obtain the localization of the ultrasonic sensor relative to the inclined plate reference frame. The ultrasonic sensor scanning method is then leveraged for the omni-directional localization of a mobile robot, where the ultrasonic sensors are installed on a mobile robot and follow the spin of the robot, the inclined plate is recognized and the position and posture of the robot are acquired with respect to the coordinate system of the inclined plate, realizing the localization of the robot. Finally, the localization method is implemented into an omni-directional scanning localization experiment with the independently researched and developed mobile robot. Localization accuracies of up to ±3.33 mm for the front, up to ±6.21 for the lateral and up to ±0.20° for the posture are obtained, verifying the correctness and effectiveness of the proposed localization method. MDPI 2016-12-20 /pmc/articles/PMC5191168/ /pubmed/27999396 http://dx.doi.org/10.3390/s16122189 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. https://creativecommons.org/licenses/by/4.0/This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Mu, Wei-Yi
Zhang, Guang-Peng
Huang, Yu-Mei
Yang, Xin-Gang
Liu, Hong-Yan
Yan, Wen
Omni-Directional Scanning Localization Method of a Mobile Robot Based on Ultrasonic Sensors
title Omni-Directional Scanning Localization Method of a Mobile Robot Based on Ultrasonic Sensors
title_full Omni-Directional Scanning Localization Method of a Mobile Robot Based on Ultrasonic Sensors
title_fullStr Omni-Directional Scanning Localization Method of a Mobile Robot Based on Ultrasonic Sensors
title_full_unstemmed Omni-Directional Scanning Localization Method of a Mobile Robot Based on Ultrasonic Sensors
title_short Omni-Directional Scanning Localization Method of a Mobile Robot Based on Ultrasonic Sensors
title_sort omni-directional scanning localization method of a mobile robot based on ultrasonic sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191168/
https://www.ncbi.nlm.nih.gov/pubmed/27999396
http://dx.doi.org/10.3390/s16122189
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