A data-driven path planning model for crowd capacity analysis

• Main Authors: Tan, Sing Kuang, Hu, Nan, Cai, Wentong
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Data-driven Modeling; Crowd Counting and Tracking
• Online Access: https://hdl.handle.net/10356/143350
• Institution: Nanyang Technological University

In this paper, an agent-based crowd simulation model that focuses on path planning layer of (1) origin/destination popularities and (2) route choice is developed. This path planning model improves on the existing mathematical modeling and pattern recognition approaches by utilizing different sources...