In literature, scientists describe human mobility in a range of granularities by several different models. Using frameworks like MATSIM, VehiLux, or Sumo, they often derive individual human movement indicators in their most detail. However, such agent-based models tend to be difficult and require much information and computational power to correctly predict the commutation behavior of large mobility systems. Mobility information can be costly and researchers often cannot acquire it dynamically over large areas, which leads to a lack of adequate calibration parameters, rendering the easy and spontaneous prediction of mobility in additional areas impossible. This paper targets this problem and represents a concept that combines multiple substantial mobility theorems formulated in recent years to reduce the amount of required information compared to existing simulations. Our concept also targets computational expenses and aims to reduce them to enable a global prediction of mobility. Inspired by methods from other domains, the core idea of the conceptional innovation can be compared to weather models, which predict weather on a large scale, on an adequate level of regional information (airspeed, air pressure, etc.), but without the detailed movement information of each air atom and its particular simulation.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Unified Mobility Estimation Model


    Contributors:


    Publication date :

    2021-09-19


    Size :

    2595934 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    A unified equilibrium framework of new shared mobility systems

    Di, Xuan / Ban, Xuegang Jeff | Elsevier | 2019


    A unified framework for scene illuminant estimation

    Zhou, W. / Kambhamettu, C. | British Library Online Contents | 2008


    A Unified Smart Mobility System Integrating Terrestrial, Aerial and Marine Intelligent Vehicles

    Ksouri, Chahrazed / Jemili, Imen / Mosbah, Mohamed et al. | British Library Conference Proceedings | 2020


    Unified Development Study from Conceptual to Detailed Structural Design for Urban Air Mobility

    Savane, Vishal D. / Moecker, Torsten / Dreau, Martin | AIAA | 2023


    A unified estimation for scheduled controllers in nonlinear systems

    Lee, Seon-Ho / Lim, Jong-Tae | Tema Archive | 2001