Title :
Development of pedestrian behavior model taking account of intention
Author :
Tamura, Yusuke ; Le, Phuoc Dai ; Hitomi, Kentarou ; Chandrasiri, Naiwala P. ; Bando, Takashi ; Yamashita, Atsushi ; Asama, Hajime
Author_Institution :
Dept. of Precision Mech., Chuo Univ., Tokyo, Japan
Abstract :
In order for robots to safely move in human-robot coexisting environment, they must be able to predict their surrounding people´s behavior. In this study, a pedestrian behavior model that produces humanlike behavior was developed. The model takes into account the pedestrian´s intention. Based on the intention, the model pedestrian sets its subgoal and moves toward the subgoal according to virtual forces affected by other pedestrian and environment. The proposed model was verified through pedestrian observation experiments.
Keywords :
behavioural sciences; control engineering computing; human-robot interaction; humanoid robots; mobile robots; pedestrians; road safety; virtual reality; human-robot coexisting environment; humanlike behavior; pedestrian behavior model; pedestrian intention; pedestrian observation experiment; people behavior; virtual force; Acceleration; Collision avoidance; Force; Legged locomotion; Predictive models; Switches;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2012 IEEE/RSJ International Conference on
Conference_Location :
Vilamoura
Print_ISBN :
978-1-4673-1737-5
DOI :
10.1109/IROS.2012.6385599