High-definition map representation techniques for automated vehicles

B Ebrahimi Soorchaei, M Razzaghpour, R Valiente… - Electronics, 2022 - mdpi.com
Many studies in the field of robot navigation have focused on environment representation
and localization. The goal of map representation is to summarize spatial information in …

Social coordination and altruism in autonomous driving

B Toghi, R Valiente, D Sadigh… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Despite the advances in the autonomous driving domain, autonomous vehicles (AVs) are
still inefficient and limited in terms of cooperating with each other or coordinating with …

A survey on datasets for the decision making of autonomous vehicles

Y Wang, Z Han, Y Xing, S Xu… - IEEE Intelligent …, 2024 - ieeexplore.ieee.org
Autonomous vehicles (AVs) are expected to reshape future transportation systems, and
decision making is one of the critical modules toward high-level automated driving. To …

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 …

Cooperative autonomous vehicles that sympathize with human drivers

B Toghi, R Valiente, D Sadigh… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Widespread adoption of autonomous vehicles will not become a reality until solutions are
developed that enable these intelligent agents to co-exist with humans. This includes safely …

A survey on autonomous driving datasets: Statistics, annotation quality, and a future outlook

M Liu, E Yurtsever, J Fossaert, X Zhou… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Autonomous driving has rapidly developed and shown promising performance due to recent
advances in hardware and deep learning techniques. High-quality datasets are fundamental …

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 …

Augmented driver behavior models for high‐fidelity simulation study of crash detection algorithms

A Jami, M Razzaghpour, H Alnuweiri… - IET Intelligent …, 2024 - Wiley Online Library
Developing safety and efficiency applications for Connected and Automated Vehicles
(CAVs) requires a great deal of testing and evaluation. The need for the operation of these …

Error-Driven Information-Passing Policy for Model-based Position Tracking in Vehicular Networks

A Raftari, M Razzaghpour… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The emerging Vehicle-to-Everything (V2X) communication technologies, ie Dedicated Short-
Range Communications (DSRC) and Cellular-V2X (C-V2X), enhance the performance 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 …