TY - GEN
T1 - A Mobile Robot with the Functions of Visual Navigation and Digital Identification
AU - Chen, Zongyuan
AU - Zhang, Kenan
AU - Huang, Yucan
AU - Gao, Xueshan
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - A robot that uses camera vision to guide movement, enabling pathfinding without relying on sensors other than vision is designed in this paper. Image-based digital recognition is also incorporated, thereby improving the robot's ability to receive commands and sense the environment. In addition, an adaptive line patrol algorithm based on fuzzy PID control is proposed. The algorithm takes two variables, position deviation and angle deviation between the robot and the guiding line, as inputs to the fuzzy controller, and the robust control effect is obtained and the accurate visual guidance is realized. Finally, it is experimentally verified that the proposed fuzzy PID controller has a better control effect compared with simple PID and traditional fuzzy PID, and the efficient human-robot interaction capability and stable pathfinding function of this robot are proved. The proposed technology is a technical guide for developing robots for hospital environmental monitoring, disinfection, and contactless distribution of items.
AB - A robot that uses camera vision to guide movement, enabling pathfinding without relying on sensors other than vision is designed in this paper. Image-based digital recognition is also incorporated, thereby improving the robot's ability to receive commands and sense the environment. In addition, an adaptive line patrol algorithm based on fuzzy PID control is proposed. The algorithm takes two variables, position deviation and angle deviation between the robot and the guiding line, as inputs to the fuzzy controller, and the robust control effect is obtained and the accurate visual guidance is realized. Finally, it is experimentally verified that the proposed fuzzy PID controller has a better control effect compared with simple PID and traditional fuzzy PID, and the efficient human-robot interaction capability and stable pathfinding function of this robot are proved. The proposed technology is a technical guide for developing robots for hospital environmental monitoring, disinfection, and contactless distribution of items.
KW - fuzzy PID control
KW - indoor navigation
KW - mobile robot
KW - visual guidance
UR - http://www.scopus.com/inward/record.url?scp=85137781354&partnerID=8YFLogxK
U2 - 10.1109/ICMA54519.2022.9856306
DO - 10.1109/ICMA54519.2022.9856306
M3 - Conference contribution
AN - SCOPUS:85137781354
T3 - 2022 IEEE International Conference on Mechatronics and Automation, ICMA 2022
SP - 605
EP - 610
BT - 2022 IEEE International Conference on Mechatronics and Automation, ICMA 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 19th IEEE International Conference on Mechatronics and Automation, ICMA 2022
Y2 - 7 August 2022 through 10 August 2022
ER -