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Locomotion with Pedestrian Aware from Perception Sensor by Pavement Sweeping Reconfigurable Robot

Regular washing of public pavements is necessary to ensure that the public environment is sanitary for social activities. This is a challenge for autonomous cleaning robots, as they must adapt to the environment with varying pavement widths while avoiding pedestrians. A self-reconfigurable pavement...

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Autores principales: Yi, Lim, Le, Anh Vu, Ramalingam, Balakrishnan, Hayat, Abdullah Aamir, Elara, Mohan Rajesh, Minh, Tran Hoang Quang, Gómez, Braulio Félix, Wen, Lum Kai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7959298/
https://www.ncbi.nlm.nih.gov/pubmed/33802434
http://dx.doi.org/10.3390/s21051745
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author Yi, Lim
Le, Anh Vu
Ramalingam, Balakrishnan
Hayat, Abdullah Aamir
Elara, Mohan Rajesh
Minh, Tran Hoang Quang
Gómez, Braulio Félix
Wen, Lum Kai
author_facet Yi, Lim
Le, Anh Vu
Ramalingam, Balakrishnan
Hayat, Abdullah Aamir
Elara, Mohan Rajesh
Minh, Tran Hoang Quang
Gómez, Braulio Félix
Wen, Lum Kai
author_sort Yi, Lim
collection PubMed
description Regular washing of public pavements is necessary to ensure that the public environment is sanitary for social activities. This is a challenge for autonomous cleaning robots, as they must adapt to the environment with varying pavement widths while avoiding pedestrians. A self-reconfigurable pavement sweeping robot, named Panthera, has the mechanisms to perform reconfiguration in width to enable smooth cleaning operations, and it changes its behavior based on environment dynamics of moving pedestrians and changing pavement widths. Reconfiguration in the robot’s width is possible, due to the scissor mechanism at the core of the robot’s body, which is driven by a lead screw motor. Panthera will perform locomotion and reconfiguration based on perception sensors feedback control proposed while using an Red Green Blue-D (RGB-D) camera. The proposed control scheme involves publishing robot kinematic parameters for reconfiguration during locomotion. Experiments were conducted in outdoor pavements to demonstrate the autonomous reconfiguration during locomotion to avoid pedestrians while complying with varying pavements widths in a real-world scenario.
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spelling pubmed-79592982021-03-16 Locomotion with Pedestrian Aware from Perception Sensor by Pavement Sweeping Reconfigurable Robot Yi, Lim Le, Anh Vu Ramalingam, Balakrishnan Hayat, Abdullah Aamir Elara, Mohan Rajesh Minh, Tran Hoang Quang Gómez, Braulio Félix Wen, Lum Kai Sensors (Basel) Article Regular washing of public pavements is necessary to ensure that the public environment is sanitary for social activities. This is a challenge for autonomous cleaning robots, as they must adapt to the environment with varying pavement widths while avoiding pedestrians. A self-reconfigurable pavement sweeping robot, named Panthera, has the mechanisms to perform reconfiguration in width to enable smooth cleaning operations, and it changes its behavior based on environment dynamics of moving pedestrians and changing pavement widths. Reconfiguration in the robot’s width is possible, due to the scissor mechanism at the core of the robot’s body, which is driven by a lead screw motor. Panthera will perform locomotion and reconfiguration based on perception sensors feedback control proposed while using an Red Green Blue-D (RGB-D) camera. The proposed control scheme involves publishing robot kinematic parameters for reconfiguration during locomotion. Experiments were conducted in outdoor pavements to demonstrate the autonomous reconfiguration during locomotion to avoid pedestrians while complying with varying pavements widths in a real-world scenario. MDPI 2021-03-03 /pmc/articles/PMC7959298/ /pubmed/33802434 http://dx.doi.org/10.3390/s21051745 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. 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/).
spellingShingle Article
Yi, Lim
Le, Anh Vu
Ramalingam, Balakrishnan
Hayat, Abdullah Aamir
Elara, Mohan Rajesh
Minh, Tran Hoang Quang
Gómez, Braulio Félix
Wen, Lum Kai
Locomotion with Pedestrian Aware from Perception Sensor by Pavement Sweeping Reconfigurable Robot
title Locomotion with Pedestrian Aware from Perception Sensor by Pavement Sweeping Reconfigurable Robot
title_full Locomotion with Pedestrian Aware from Perception Sensor by Pavement Sweeping Reconfigurable Robot
title_fullStr Locomotion with Pedestrian Aware from Perception Sensor by Pavement Sweeping Reconfigurable Robot
title_full_unstemmed Locomotion with Pedestrian Aware from Perception Sensor by Pavement Sweeping Reconfigurable Robot
title_short Locomotion with Pedestrian Aware from Perception Sensor by Pavement Sweeping Reconfigurable Robot
title_sort locomotion with pedestrian aware from perception sensor by pavement sweeping reconfigurable robot
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7959298/
https://www.ncbi.nlm.nih.gov/pubmed/33802434
http://dx.doi.org/10.3390/s21051745
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