Literature DB >> 33802434

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

Lim Yi1, Anh Vu Le1,2, Balakrishnan Ramalingam1, Abdullah Aamir Hayat1, Mohan Rajesh Elara1, Tran Hoang Quang Minh2, Braulio Félix Gómez1, Lum Kai Wen1.   

Abstract

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.

Entities:  

Keywords:  feedback control; pavement cleaning; reconfigurable robot; reconfiguration mechanism design; semantic segmentation deep neural network; sensors fusion

Mesh:

Year:  2021        PMID: 33802434      PMCID: PMC7959298          DOI: 10.3390/s21051745

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


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1.  Self-reconfigurable robot vision pipeline for safer adaptation to varying pavements width and surface conditions.

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Journal:  Sci Rep       Date:  2022-08-25       Impact factor: 4.996

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