Impacts of autonomous vehicles on traffic flow characteristics under mixed traffic environment: Future perspectives

M Al-Turki, NT Ratrout, SM Rahman, I Reza - Sustainability, 2021 - mdpi.com
autonomous vehicles (AVs) shortly will cause unique impacts on the traffic flow characteristics
links that connect traffic flow and AV driving behavior under a mixed traffic environment are …

Simulation study of autonomous vehicles' effect on traffic flow characteristics including autonomous buses

T Muhammad, FA Kashmiri, H Naeem… - Journal of Advanced …, 2020 - Wiley Online Library
… on mixed traffic, including autonomous cars and manual cars in the past… traffic flow
characteristics with mixed autonomous vehicles (including cars and buses) and conventional …

Modeling connected and autonomous vehicles in heterogeneous traffic flow

L Ye, T Yamamoto - Physica A: Statistical Mechanics and its Applications, 2018 - Elsevier
… to analyze the impact of autonomous driving on the traffic flow. The traffic flow model in the
… can show and explain traffic breakdown by the F → S transition (free flow to synchronized …

Characteristic analysis of mixed traffic flow of regular and autonomous vehicles using cellular automata

Y Liu, J Guo, J Taplin, Y Wang - Journal of Advanced …, 2017 - Wiley Online Library
… So far, studies on such mixed traffic flow are still quite limited [13, 14]. Appropriate models
… of mixed traffic flow. This paper intends to explore the characteristics of mixed traffic flow of …

Influence of connected and autonomous vehicles on traffic flow stability and throughput

A Talebpour, HS Mahmassani - Transportation research part C: emerging …, 2016 - Elsevier
… on throughput, and on the scatter in the fundamental diagram of traffic flow, this study shows
that this framework is capable of capturing the interactions between different vehicle types. …

Deep learning models for traffic flow prediction in autonomous vehicles: A review, solutions, and challenges

A Miglani, N Kumar - Vehicular Communications, 2019 - Elsevier
… adaptive decisions taken by the vehicles. So, with focus on … models for traffic flow prediction
in autonomous vehicles and … techniques for traffic flow prediction for autonomous vehicles. …

Smoothing traffic flow via control of autonomous vehicles

Y Zheng, J Wang, K Li - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… We show that the mixed traffic system is not completely controllable, but is … traffic waves
but also guide the traffic flow to a higher speed. Accordingly, we establish the maximum traffic

Traffic flow of connected and automated vehicles: Challenges and opportunities

S Calvert, H Mahmassani, JN Meier, P Varaiya… - Road vehicle …, 2018 - Springer
… and Automated Vehicles (CAVs) characteristics into traffic flow models. The summary
includes the motivation and the contributions associated with the presented research, the main …

Modeling traffic flow mixed with automated vehicles considering drivers' character difference

HB Zhu, YJ Zhou, WJ Wu - Physica A: Statistical Mechanics and its …, 2020 - Elsevier
… Meanwhile fully considering cooperative driving strategy for CACC vehicles, different …
impact of drivers’ character difference on traffic flow that is mixed with automated vehicles. …

Constructing a fundamental diagram for traffic flow with automated vehicles: Methodology and demonstration

X Shi, X Li - Transportation Research Part B: Methodological, 2021 - Elsevier
… method to construct traffic flow characteristics accurately. … traffic flow characteristics with
only two consecutive vehicle trajectories. Note that the FD describes the relationship of the flow