Towards a Framework for Pedestrian Simulation for Intermodal Interfaces

The dynamics of pedestrians have received less attention in transportation systems when compared to cars and other transportation means. However, its importance is inarguable and, recently, a lot of effort on research was put into this field. The use of Agent-Based Models (ABM) and known techniques such as the Social Forces Model (SFM) has fostered this most recent application field. Several models are already available for crowd simulation, but the validation of such models is a critical issue. Methodologies for behaviour elicitation and validation in social simulation models are needed. In this paper, a new framework to tackle these problems is proposed. Based on research made for more specific applications, concerned with buildings' evacuation, a methodological approach to develop a simulator for pedestrian's dynamics consisting of five main tasks is proposed hereafter. The tasks are: 1) "Reference Models and Benchmarks" 2) "Pedestrian Sensor Fusion, 3) "Serious Games for Pedestrian Behaviour Elicitation" 4) "Behaviour Mining, " and 5) "Agent-Based Modelling and Simulation of Pedestrian Elicitation of Emergent Dynamics, " a Decision Support Tool aimed at the study and analysis at pedestrian dynamics in the urban context, specifically for helping planners to develop the new generation of buildings and cities.

[1]  Rosaldo J. F. Rossetti,et al.  Conceptualization and implementation of a microscopic pedestrian simulation platform , 2009, SAC '09.

[2]  Shigeyuki Okazaki,et al.  A STUDY OF SIMULATION MODEL FOR PEDESTRIAN MOVEMENT IN FIRE ESCAPE AND EVALUATION OF FIRE SAFETY OF PLANS BY IT , 1992 .

[3]  George Yannis,et al.  A critical assessment of pedestrian behaviour models , 2009 .

[4]  Rosaldo J. F. Rossetti,et al.  NetLogo implementation of an evacuation scenario , 2012, 7th Iberian Conference on Information Systems and Technologies (CISTI 2012).

[5]  Ya'akov Gal,et al.  Facilitating the Evaluation of Automated Negotiators using Peer Designed Agents , 2010, AAAI.

[6]  Erica D. Kuligowski,et al.  Predicting Human Behavior During Fires , 2013 .

[7]  Erica D. Kuligowski,et al.  A Review of Building Evacuation Models, 2nd Edition | NIST , 2010 .

[8]  Helbing,et al.  Social force model for pedestrian dynamics. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[9]  Rosaldo J. F. Rossetti,et al.  Sensing Bluetooth Mobility Data: Potentials and Applications , 2014 .

[10]  Elsevier Sdol Transportation Research Part F: Traffic Psychology and Behaviour , 2009 .

[11]  Averill M. Law,et al.  How to build valid and credible simulation models , 2008, 2008 Winter Simulation Conference.

[12]  Harold E. Nelson,et al.  Occupant Behavior, Egress, and Emergency Communication. Federal Building and Fire Safety Investigation of the World Trade Center Disaster (NIST NCSTAR 1-7) | NIST , 2005 .

[13]  Apoorva Shende,et al.  Optimal Control of Pedestrian Evacuation in a Corridor , 2007, 2007 IEEE Intelligent Transportation Systems Conference.

[14]  Rosaldo J. F. Rossetti,et al.  Gamifying evacuation drills , 2013, 2013 8th Iberian Conference on Information Systems and Technologies (CISTI).

[15]  Nadia Magnenat-Thalmann,et al.  Virtual Humans in Serious Games , 2009, 2009 International Conference on CyberWorlds.

[16]  Craig W. Reynolds Flocks, herds, and schools: a distributed behavioral model , 1998 .

[17]  Paulo Peixoto,et al.  A Lidar and Vision-based Approach for Pedestrian and Vehicle Detection and Tracking , 2007, 2007 IEEE Intelligent Transportation Systems Conference.

[18]  Rosaldo J. F. Rossetti,et al.  HUMAN BEHAVIOR UNDER FIRE SITUATIONS - PORTUGUESE POPULATION , 2011 .

[19]  Kincho H. Law,et al.  A multi-agent based framework for the simulation of human and social behaviors during emergency evacuations , 2007, AI & SOCIETY.

[20]  Pushkin Kachroo,et al.  A Microscopic-To-Macroscopic Crowd Dynamic Model , 2006, 2006 IEEE Intelligent Transportation Systems Conference.

[21]  Stephan K. Chalup,et al.  Architectural evaluation of simulated pedestrian spatial behaviour , 2011 .

[22]  Cheng Chen,et al.  A Game-Engine-Based Platform for Modeling and Computing Artificial Transportation Systems , 2011, IEEE Transactions on Intelligent Transportation Systems.

[23]  Rosaldo J. F. Rossetti,et al.  Crowd Simulation Modeling Applied to Emergency and Evacuation Simulations using Multi-Agent Systems , 2013, ArXiv.

[24]  Nicholas R. Jennings,et al.  A methodology for agent-oriented analysis and design , 1999, AGENTS '99.

[25]  Benigno E. Aguirre,et al.  A Critical Review Of Emergency Evacuation Simulation Models , 2004 .

[26]  H. Inomo,et al.  Simulation of pedestrian dynamics at occurrence of disaster using CA-model , 2004, 2004 International Conference on Intelligent Mechatronics and Automation, 2004. Proceedings..

[27]  Harry Timmermans Pedestrian Behavior:Models, Data Collection and Applications , 2009 .

[28]  Tianjiao Wang,et al.  Study of Pedestrian-Vehicle Interaction Behaviour by Microscopic Simulation Modelling , 2012 .

[29]  Rosaldo J. F. Rossetti,et al.  Mapping 3D character location for tracking players' behaviour , 2013, 2013 8th Iberian Conference on Information Systems and Technologies (CISTI).

[30]  Johannes Hartig,et al.  The use of virtual environments based on a modification of the computer game Quake III Arena® in psychological experimenting , 2007, Comput. Hum. Behav..

[31]  Rosaldo J. F. Rossetti,et al.  Preliminary Experiments With EVA - Serious Games Virtual Fire Drill Simulator , 2013, ECMS.

[32]  Tuncer I. Ören,et al.  Modeling and Simulation: A Comprehensive and Integrative View , 2010 .

[33]  Rosaldo J. F. Rossetti,et al.  Crowd Simulation Applied to Emergency and Evacuation Scenarios , 2015 .

[34]  Rosaldo J. F. Rossetti,et al.  Using UWB for Human Trajectory Extraction , 2013, ArXiv.

[35]  Rosaldo J. F. Rossetti,et al.  Using serious games to train evacuation behaviour , 2012, 7th Iberian Conference on Information Systems and Technologies (CISTI 2012).

[36]  Robert T Hays,et al.  The Effectiveness of Instructional Games: A Literature Review and Discussion , 2005 .

[37]  Arnaud Banos,et al.  Simulating Pedestrian-Vehicle Interaction in an Urban Network Using Cellular Automata and Multi-Agent Models , 2007 .

[38]  Rosaldo J. F. Rossetti,et al.  Towards A Serious Games Evacuation Simulator , 2012, ECMS.

[39]  Sara de Freitas,et al.  Using games and simulations for supporting learning , 2006 .

[40]  Rosaldo J. F. Rossetti,et al.  Towards the next-generation traffic simulation tools: a first appraisal , 2011, 6th Iberian Conference on Information Systems and Technologies (CISTI 2011).