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Locomotion with Pedestrian Aware from Perception Sensor by Pavement Sweeping Reconfigurable Robot
Lim Yi1, Anh Vu Le1,2, Balakrishnan Ramalingam1
1ROAR Lab, Engineering Product Development, Singapore University of Technology and Design, Singapore 487372, Singapore.
Sensors (Basel, Switzerland)
|April 3, 2021
Summary
Autonomous cleaning robots must adapt to dynamic environments. The Panthera robot self-reconfigures its width using a scissor mechanism and RGB-D camera feedback for efficient pavement sweeping while avoiding pedestrians and adapting to varying pavement widths.
Area of Science:
- Robotics
- Environmental Engineering
- Computer Vision
Background:
- Public pavement sanitation is crucial for social activities.
- Autonomous cleaning robots face challenges adapting to dynamic environments like varying pavement widths and pedestrian traffic.
- Existing robots lack the adaptability required for complex, real-world urban cleaning scenarios.
Purpose of the Study:
- To develop and demonstrate a self-reconfigurable pavement sweeping robot capable of adapting to environmental dynamics.
- To enable autonomous navigation and cleaning in complex urban settings.
- To address the limitations of current autonomous cleaning systems in handling variable pavement widths and pedestrian avoidance.
Main Methods:
- A novel self-reconfigurable pavement sweeping robot, Panthera, was designed with a width-reconfiguration mechanism using a scissor structure and lead screw motor.
- A control scheme integrating locomotion and reconfiguration was developed, utilizing feedback from a Red Green Blue-D (RGB-D) camera.
- Robot kinematic parameters were published for real-time reconfiguration during autonomous locomotion.
Main Results:
- Panthera successfully demonstrated autonomous width reconfiguration during locomotion in outdoor pavement experiments.
- The robot effectively adapted to varying pavement widths while navigating.
- The system showed capability in avoiding moving pedestrians in real-world scenarios.
Conclusions:
- The proposed self-reconfigurable robot, Panthera, offers a viable solution for autonomous pavement cleaning in dynamic urban environments.
- The integration of width reconfiguration with perception-based control enhances robot adaptability and operational efficiency.
- This technology paves the way for more effective and versatile autonomous cleaning solutions for public spaces.
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