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ردیف عنوان نوع
1 Simulation modeling of pedestrian behavior in the presence of unmanned mobile robots
مدل سازی شبیه سازی رفتار عابر پیاده در حضور ربات های متحرک بدون سرنشین-2017
Article history:Received 12 August 2016Revised 3 March 2017Accepted 29 March 2017Available online 10 April 2017Keywords: Pedestrian behavior Microsimulation Mobile robotInteractions between pedestrians and robots are becoming more commonplace. In public areas, for example, robots may be used for information dissemination, security, or patrol tasks. Based upon existing literature in the field of human-robot interaction, the ISAPT simulation system was revised to model individual pedestrian behavior in the presence of a mobile robot. Using an agent-based modeling approach, pedestrians are statistically assigned one of six reported behaviors when a robot is encountered: interact, watch, curi- ous, ignore, cautious, and avoid. The modeling methods for incorporating these behaviors include modifying a pedestrian’s existing agenda and/or their perception of the threat rep- resented by the non-humanoid robot, while the pedestrian continues to make navigation decisions based on their overall utility function. This paper discusses the implementation of this capability and presents results on ISAPT’s ability to reproduce the different behav- iors reported in the literature. Data collected in a field study are used to further validate the system by comparing measures from observed behaviors to simulation output. Valida- tion measures included lateral distance to robot and lateral path deviation. These results illustrate this approach is an effective means for adding this capability to microsimulation modeling systems.© 2017 Elsevier B.V. All rights reserved.
Keywords: Pedestrian behavior | Microsimulation | Mobile robot
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