A survey of traffic prediction: from spatio-temporal data to intelligent transportation

H Yuan, G Li - Data Science and Engineering, 2021 - Springer
Intelligent transportation (eg, intelligent traffic light) makes our travel more convenient and
efficient. With the development of mobile Internet and position technologies, it is reasonable …

Analysis and control of autonomous mobility-on-demand systems

G Zardini, N Lanzetti, M Pavone… - Annual Review of …, 2022 - annualreviews.org
Challenged by urbanization and increasing travel needs, existing transportation systems
need new mobility paradigms. In this article, we present the emerging concept of …

Assessing the impacts of automated mobility-on-demand through agent-based simulation: A study of Singapore

S Oh, R Seshadri, CL Azevedo, N Kumar… - … Research Part A: Policy …, 2020 - Elsevier
The advent of autonomous vehicle technologies and the emergence of new ride-sourcing
business models has spurred interest in Automated Mobility-on-Demand (AMOD) as a …

[HTML][HTML] Applications of deep learning in congestion detection, prediction and alleviation: A survey

N Kumar, M Raubal - Transportation Research Part C: Emerging …, 2021 - Elsevier
Detecting, predicting, and alleviating traffic congestion are targeted at improving the level of
service of the transportation network. With increasing access to larger datasets of higher …

Transport modelling in the age of big data

C Anda, A Erath, PJ Fourie - International Journal of Urban …, 2017 - Taylor & Francis
ABSTRACT New Big Data sources such as mobile phone call data records, smart card data
and geo-coded social media records allow to observe and understand mobility behaviour on …

[HTML][HTML] An overview of agent-based traffic simulators

J Nguyen, ST Powers, N Urquhart, T Farrenkopf… - Transportation research …, 2021 - Elsevier
Individual traffic significantly contributes to climate change and environmental degradation.
Therefore, innovation in sustainable mobility is gaining importance as it helps to reduce …

SimMobility Freight: An agent-based urban freight simulator for evaluating logistics solutions

T Sakai, AR Alho, BK Bhavathrathan… - … Research Part E …, 2020 - Elsevier
Despite significant advances in freight transport modeling in recent years, there is still lack of
available tools for evaluating novel logistics solutions. We introduce the framework of …

Automated mobility-on-demand vs. mass transit: a multi-modal activity-driven agent-based simulation approach

R Basu, A Araldo, AP Akkinepally… - Transportation …, 2018 - journals.sagepub.com
Among the new transportation services made possible by the introduction of automated
vehicles, automated mobility-on-demand (AMoD) has attracted a lot of attention from both …

Agent-based simulation of autonomous vehicles: A systematic literature review

P Jing, H Hu, F Zhan, Y Chen, Y Shi - IEEE Access, 2020 - ieeexplore.ieee.org
Autonomous vehicles (AVs) may have a transformative influence on transportation systems.
AV use is expected to reduce crash, transport costs, and land use. However, the net effects …

[HTML][HTML] Examining the effects of Automated Mobility-on-Demand services on public transport systems using an agent-based simulation approach

DQ Nguyen-Phuoc, M Zhou, MH Chua, AR Alho… - … Research Part A: Policy …, 2023 - Elsevier
Several cities worldwide have been attempting to adopt “car-lite” policies to reduce traffic
congestion and urban pollution. In addition to measures such as re-designing …