BlindLight: High Robustness Reinforcement Learning Method to Solve Partially Blinded Traffic Signal Control Problem
Adaptive traffic signal control plays a crucial role in enhancing the traffic situation in urban
cities. Recently, reinforcement learning-based methods have demonstrated remarkable …
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 …
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 …
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 …
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 …
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 …
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
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 …
transportation efficiency in critical environment like tunnel. Particularly, radio link connectivity …
A versatile machine learning-based vehicle-to-vehicle connectivity model
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 …
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 …
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 …
enabling seamless data and resource sharing, including transmitting critical safety …