A Study on the Population Distribution Prediction in Large City using Agent-Based Simulation

Autor: Yung-Joon Jung, Bumho Kim, Chang-Gyu Lim, Seong-Ho Lee
Rok vydání: 2022
Předmět:
Zdroj: 2022 24th International Conference on Advanced Communication Technology (ICACT).
DOI: 10.23919/icact53585.2022.9728882
Popis: In the smart city, digital twins replicate buildings, urban infrastructure, and utilities into a virtual space. In this paper, we create a virtual city simulation platform that can simulate the movement of people and present infrastructure such as urban buildings, roads, and public transport to predict urban change and population movement. In particular, we analyze mobile phone statistics data and exploit it as a movement distribution model to replicate the movement of population within a city and between neighboring cities. The urban simulation platform can estimate population movement and various urban problems and infrastructure changes.
Databáze: OpenAIRE