Title :
Consideration of human movement prediction for human friendly mobile robot´s path planning.
Author :
Muramatsu, Shigeki ; Matsuda, Hidemitsu ; Nakamoto, Shinpei ; Chugo, Daisuke ; Suehiro, Tomoharu ; Hashimoto, Hiroya
Author_Institution :
Kwansei Gakuin Univ., Sanda, Japan
Abstract :
This paper describes human movement trajectory prediction for mobile robot´s path planning in human coexistence environment. The lean path planning is necessary for the safety (collision avoidance etc.) in human coexistence environment. In this research, we predict future human movement trajectory based on an environmental figuration and the flow of people. From the result of human movement prediction, we plan the mobile robot path which avoids a human future trajectory. By this way, we will realize the mobile robot´s autonomous running which does not give circumjacent people a feeling of strangeness. From the data pertaining to human movements which was acquired in public spaces (Tsukuba special robot zone etc.), we consider about the knowledge for human movement prediction.
Keywords :
collision avoidance; mobile robots; trajectory control; collision avoidance; environmental figuration; human coexistence environment; human friendly mobile robot; human movement prediction; human movement trajectory prediction; lean path planning; mobile robot autonomous running; path planning; pedestrians movement trajectory analysis; people flow; Collision avoidance; Conferences; Measurement by laser beam; Robot sensing systems; Trajectory;
Conference_Titel :
Cognitive Infocommunications (CogInfoCom), 2013 IEEE 4th International Conference on
Conference_Location :
Budapest
Print_ISBN :
978-1-4799-1543-9
DOI :
10.1109/CogInfoCom.2013.6719248