@article{ART003403088},
author={Jeong-Won Chu and Ju-Han Park and Young Wook Seo},
title={Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data},
journal={Industry Promotion Research},
issn={2466-1139},
year={2026},
volume={11},
number={4},
pages={173-185},
doi={10.21186/IPR.2026.11.4.173}
TY - JOUR
AU - Jeong-Won Chu
AU - Ju-Han Park
AU - Young Wook Seo
TI - Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data
JO - Industry Promotion Research
PY - 2026
VL - 11
IS - 4
PB - Industrial Promotion Institute
SP - 173
EP - 185
SN - 2466-1139
AB - This study proposes a data-driven multi-agent simulation model for generating future pedestrian flows from real-world multi-camera CCTV trajectory data. Pedestrian trajectories and inter-camera transition patterns were learned from CCTV spatial information, camera topology, and tracking data, and future trajectories were generated by introducing stochastic variations while preserving the spatiotemporal characteristics of observed movements. The generated pedestrians were implemented in a NetLogo 7.0.4-based multi-agent system integrating microscopic movements within CCTV areas and macroscopic transitions across cameras. The proposed approach directly incorporates movement characteristics learned from real-world CCTV observations and provides a data-driven framework for urban pedestrian congestion analysis and pedestrian-safety decision support.
KW - CCTV Pedestrian Trajectory;Pedestrian Flow;Multi-Agent System;Trajectory Generation;Camera Topology
DO - 10.21186/IPR.2026.11.4.173
ER -
Jeong-Won Chu, Ju-Han Park and Young Wook Seo. (2026). Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data. Industry Promotion Research, 11(4), 173-185.
Jeong-Won Chu, Ju-Han Park and Young Wook Seo. 2026, "Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data", Industry Promotion Research, vol.11, no.4 pp.173-185. Available from: doi:10.21186/IPR.2026.11.4.173
Jeong-Won Chu, Ju-Han Park, Young Wook Seo "Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data" Industry Promotion Research 11.4 pp.173-185 (2026) : 173.
Jeong-Won Chu, Ju-Han Park, Young Wook Seo. Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data. 2026; 11(4), 173-185. Available from: doi:10.21186/IPR.2026.11.4.173
Jeong-Won Chu, Ju-Han Park and Young Wook Seo. "Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data" Industry Promotion Research 11, no.4 (2026) : 173-185.doi: 10.21186/IPR.2026.11.4.173
Jeong-Won Chu; Ju-Han Park; Young Wook Seo. Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data. Industry Promotion Research, 11(4), 173-185. doi: 10.21186/IPR.2026.11.4.173
Jeong-Won Chu; Ju-Han Park; Young Wook Seo. Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data. Industry Promotion Research. 2026; 11(4) 173-185. doi: 10.21186/IPR.2026.11.4.173
Jeong-Won Chu, Ju-Han Park, Young Wook Seo. Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data. 2026; 11(4), 173-185. Available from: doi:10.21186/IPR.2026.11.4.173
Jeong-Won Chu, Ju-Han Park and Young Wook Seo. "Development of a Multi-Agent Simulation Model for Generating Future Pedestrian Flows Based on Real-World CCTV Trajectory Data" Industry Promotion Research 11, no.4 (2026) : 173-185.doi: 10.21186/IPR.2026.11.4.173
