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Optimal selective floor cleaning using deep learning algorithms and reconfigurable robot hTetro [PDF]
Scientific Reports, 2022 Floor cleaning robots are widely used in public places like food courts, hospitals, and malls to perform frequent cleaning tasks. However, frequent cleaning tasks adversely impact the robot’s performance and utilize more cleaning accessories (such as ...
Balakrishnan Ramalingam +5 more
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FMEA‐Based Coverage‐Path‐Planning Strategy for Floor‐Cleaning Robots
Advanced Intelligent Systems, 2023 Floor‐cleaning robots play a crucial role in both industrial and domestic spaces. However, these robots often face challenges due to hazardous components in their environment, which can cause them to fail and prevent them from performing at their best ...
Isira D. Wijegunawardana +3 more
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Technologies, 2021 Floor-cleaning robots are becoming increasingly more sophisticated over time and with the addition of digital cameras supported by a robust vision system they become more autonomous, both in terms of their navigation skills but also in their capabilities
Daniel Canedo +3 more
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Vision-based dirt distribution mapping using deep learning [PDF]
Scientific Reports, 2023 Cleaning is a fundamental routine task in human life that is now handed over to leading-edge technologies such as robotics and artificial intelligence.
Ishneet Sukhvinder Singh +4 more
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hTetro-Infi: A Reconfigurable Floor Cleaning Robot With Infinite Morphologies
IEEE Access, 2020 The development of floor cleaning robots is an emerging area in robotics. Maximizing the area coverage is a foremost mission for a floor cleaning robot.
S. M. Bhagya P. Samarakoon +3 more
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CLEAN SWEEP: The Floor Cleaning Robot
International Journal for Research in Applied Science and Engineering Technology, 2022 Abstract: Modern households are getting increasingly automated and intelligent. Home automation makes life more convenient and gives individuals more free time. Domestic robots are becoming more prevalent in homes and in people's daily lives, yet the market is still young and in its infancy. But a rise is anticipated, and the use of household robots is
Ayushman Shukla +3 more
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Autonomous Self-Reconfigurable Floor Cleaning Robot [PDF]
IEEE Access, 2020 The cleaning robots are going through some significant development in recent years, driven by the greater market penetration and the demand for better cleaning performance. However, most of the robots have problems covering the total cleaning area given geometric limitations of the platforms in relation to the cleaning stage, given furniture and ...
Rizuwana Parween +4 more
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IEEE Access, 2020 Floor cleaning robots have been developed to cope with the issues arisen with conventional cleaning methods that involve extensive human labor. hTetro is a self-reconfigurable floor cleaning robot that has been introduced to improve area coverage ...
M. A. Viraj J. Muthugala +2 more
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Cascaded Machine-Learning Technique for Debris Classification in Floor-Cleaning Robot Application
Applied Sciences, 2018 Debris detection and classification is an essential function for autonomous floor-cleaning robots. It enables floor-cleaning robots to identify and avoid hard-to-clean debris, specifically large liquid spillage debris.
Balakrishnan Ramalingam +4 more
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Applied SciencesIn the context of Industry 4.0, user demands for industrial robots have shifted toward diversification and experience-orientation. Effectively integrating users’ affective imagery requirements into industrial-robot form design remains a critical ...
Qingchen Li +3 more
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