TY - JOUR
T1 - Development of agent-based autonomous robotic wheelchair control systems
AU - Kuo, Chung Hsien
AU - Huang, Hsu Lung
AU - Lee, Ming Yih
PY - 2003/12/25
Y1 - 2003/12/25
N2 - In this paper, the intelligent and agent-based autonomous robotic wheelchair controller is proposed. The proposed agent-based autonomous robotic wheelchair control system consists of the functions of path planning, navigation and obstacle avoidance. In this work, the A* algorithm is used to develop the path planning module; the fuzzy logic is used to develop the obstacle avoidance and comfortable wheelchair motion control. Especially, the fuzzy fusion method is used to integrate the proposed fuzzy agent model. Finally, several cases of the individual agent execution, fuzzy module fusion, path planning, and wheelchair coordination are discussed, and the simulation results show that the proposed autonomous robotic wheelchair controller achieves the desired objectives. In addition, the agent-based design increases the model integrability and maintability.
AB - In this paper, the intelligent and agent-based autonomous robotic wheelchair controller is proposed. The proposed agent-based autonomous robotic wheelchair control system consists of the functions of path planning, navigation and obstacle avoidance. In this work, the A* algorithm is used to develop the path planning module; the fuzzy logic is used to develop the obstacle avoidance and comfortable wheelchair motion control. Especially, the fuzzy fusion method is used to integrate the proposed fuzzy agent model. Finally, several cases of the individual agent execution, fuzzy module fusion, path planning, and wheelchair coordination are discussed, and the simulation results show that the proposed autonomous robotic wheelchair controller achieves the desired objectives. In addition, the agent-based design increases the model integrability and maintability.
KW - Autonomous robotic wheelchair
KW - Fuzzy system
KW - Multi-agent system
KW - obstacle avoidance
UR - https://www.scopus.com/pages/publications/0742318922
U2 - 10.4015/S1016237203000341
DO - 10.4015/S1016237203000341
M3 - 文章
AN - SCOPUS:0742318922
SN - 1016-2372
VL - 15
SP - 223
EP - 234
JO - Biomedical Engineering - Applications, Basis and Communications
JF - Biomedical Engineering - Applications, Basis and Communications
IS - 6
ER -