Robustness and adaptability of reinforcement learning-based cooperative autonomous driving in mixed-autonomy traffic

R Valiente, B Toghi, R Pedarsani… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
Building autonomous vehicles (AVs) is a complex problem, but enabling them to operate in
the real world where they will be surrounded by human-driven vehicles (HVs) is extremely …

[HTML][HTML] A Review of Multi-vehicle Cooperative Control System in Intelligent Transportation

S Xie, Z Li, F Arvin, Z Ding - International Journal of Automotive …, 2023 - sciltp.com
Multi-vehicle cooperative control (MVCC) system has the potential to improve traffic flow,
reduce congestion, and increase safety. This paper reviews the progress achieved by …

Gaussian process based stochastic model predictive control for cooperative adaptive cruise control

S Mosharafian, M Razzaghpour… - 2021 IEEE Vehicular …, 2021 - ieeexplore.ieee.org
Cooperative driving relies on communication among vehicles to create situational
awareness. One application of cooperative driving is Cooperative Adaptive Cruise Control …

Predictive model-based and control-aware communication strategies for cooperative adaptive cruise control

M Razzaghpour, R Valiente, M Zaman… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Utilizing Vehicle-to-everything (V2X) communication technologies, vehicle platooning
systems are expected to realize a new paradigm of cooperative driving with higher levels of …

Impact of information flow topology on safety of tightly-coupled connected and automated vehicle platoons utilizing stochastic control

M Razzaghpour, S Mosharafian… - 2022 European …, 2022 - ieeexplore.ieee.org
Cooperative driving, enabled by Vehicle-to-Everything (V2X) communication, is expected to
significantly improve the safety and efficiency of the transportation sys-tem. Cooperative …

Robustness Analysis of a Distributed Adaptive Model Predictive Control for Connected and Automated Vehicles Against Delays

E Landolfi, A Salvi, A Troiano… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicle platooning control is a key-point for smart roads and cooperative-intelligent transport
systems (C-ITS), being able to reduce the risk of rear-end collisions and improve road safety …

Learning-based social coordination to improve safety and robustness of cooperative autonomous vehicles in mixed traffic

R Valiente, B Toghi, M Razzaghpour… - Machine Learning and …, 2023 - Springer
It is expected that autonomous vehicles (AVs) and heterogeneous human-driven vehicles
(HVs) will coexist on the same road. The safety and reliability of AVs will depend on their …

Finite state markov modeling of c-v2x erasure links for performance and stability analysis of platooning applications

M Razzaghpour, A Datar, D Schneider… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Cooperative driving systems, such as platooning, rely on communication and information
exchange to create situational awareness for each agent. Design and performance of …

Context‐aware target classification with hybrid Gaussian process prediction for cooperative vehicle safety systems

R Valiente, A Raftari, HN Mahjoub… - IET Intelligent …, 2023 - Wiley Online Library
Abstract Vehicle‐to‐Everything (V2X) communication has been proposed as a potential
solution to improve the robustness and safety of autonomous vehicles by improving …

OpenConvoy: Universal Platform for Real-World Testing of Cooperative Driving Systems

O Burns, H Maghsoumi, Y Fallah, I Charles - arXiv preprint arXiv …, 2024 - arxiv.org
Cooperative driving, enabled by communication between automated vehicle systems,
promises significant benefits to fuel efficiency, road capacity, and safety over single-vehicle …