BlindLight: High Robustness Reinforcement Learning Method to Solve Partially Blinded Traffic Signal Control Problem

Q Jiang, M Qin, H Zhang, X Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Adaptive traffic signal control plays a crucial role in enhancing the traffic situation in urban
cities. Recently, reinforcement learning-based methods have demonstrated remarkable …

A Contention-Free Cooperative MAC Protocol for Eliminating Heterogenous Collisions in Vehicular Ad Hoc Networks

NN Linn, K Liu, Q Gao - Sensors, 2023 - mdpi.com
In vehicular ad hoc networks (VANETs), efficient data dissemination to a specified number of
vehicles with minimum collisions and limited access delay is critical for accident prevention …

Connectivity analysis with co-channel interference for urban vehicular ad hoc networks

S Ren, J Zhao, H Zhang, X Li - Electronics, 2023 - mdpi.com
In urban vehicular ad hoc networks (VANETs), the complex channel environment and co-
channel interference resulted in the uncertain delay of inter-vehicle packet transmission …

Observer-based double closed-loop control for mixed vehicle groups: a macro and micro perspective

S Huang, D Sun, X Liu, M Zhao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The paper aims to ensure that traffic parameters are simultaneously available between
sparse sensors, and to improve the traffic efficiency of expressways and achieve the …

Ramc: Reverse auction based multilevel cooperation for large size data download in vanets

S Wang, F Ma, Z Yu - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
The cooperative data download in vehicular ad hoc networks (VANETs) is attracting more
and more attention since a great number of services and applications, which aim at …

Fractional-Order Optimal Control and FIOV-MASAC Reinforcement Learning for Combating Malware Spread in Internet of Vehicles

G Liu, H Li, L Xiong, Z Tan, Z Liang… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Internet of Vehicles (IoV) is gradually becoming popular, but it also brings more
opportunities for malware intrusion. The intrusion of malware into IoV will cause a series of …

Measurement‐Based Analysis on Vehicle‐to‐Vehicle Connectivity in Tunnel Environment

S Jiang, W Wang, I Rashdan… - … Journal of Antennas …, 2023 - Wiley Online Library
Vehicular ad hoc network (VANET) brings an excellent solution to ensure road safety and
transportation efficiency in critical environment like tunnel. Particularly, radio link connectivity …

A versatile machine learning-based vehicle-to-vehicle connectivity model

A Tahat, TA Edwan, MB Dababseh… - … on Wireless and …, 2023 - ieeexplore.ieee.org
We present in this paper a versatile machine learning (ML) based vehicle-to-vehicle (V2V)
connectivity model constructed from empirical measurements to enable the mutual …

High-integrity based cooperative file transmission at urban intersections using pure V2V communication

X Fan, Y Lu, B Liu, D Liu, S Wen, B Fu - Ad Hoc Networks, 2021 - Elsevier
Abstract Vehicular Ad Hoc Networks (VANETs) provide safety management and
entertainment services in smart city scenarios. However, due to the highly time-varying …

SARSA RL for Edge Connectivity Management in Vehicular Edge Networks

J Ferdous, M Murshed, RI Meneguette… - 2024 IEEE 13th …, 2024 - ieeexplore.ieee.org
Vehicular network connectivity within Intelligent Transport Systems (ITS) is essential for
enabling seamless data and resource sharing, including transmitting critical safety …