Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1782487571745472512 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5191168 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT muweiyi omnidirectionalscanninglocalizationmethodofamobilerobotbasedonultrasonicsensors AT zhangguangpeng omnidirectionalscanninglocalizationmethodofamobilerobotbasedonultrasonicsensors AT huangyumei omnidirectionalscanninglocalizationmethodofamobilerobotbasedonultrasonicsensors AT yangxingang omnidirectionalscanninglocalizationmethodofamobilerobotbasedonultrasonicsensors AT liuhongyan omnidirectionalscanninglocalizationmethodofamobilerobotbasedonultrasonicsensors AT yanwen omnidirectionalscanninglocalizationmethodofamobilerobotbasedonultrasonicsensors |