Performance evaluation of CNN-based pedestrian detectors for autonomous vehicles

M Sha, A Boukerche - Ad Hoc Networks, 2022 - Elsevier
With the widespread application of deep learning methodologies, many fields including
Intelligent Transportation Systems (ITS) have integrated neural network-based models. In …

Towards a sustainable highway road-based driving protocol for connected and self-driving vehicles

MB Younes, A Boukerche - IEEE Transactions on Sustainable …, 2021 - ieeexplore.ieee.org
Fuel consumption and gas emissions of traveling vehicles have become of great
consideration for green environmental researchers. Several technologies have been …

Clouds on the Road: A Software-Defined Fog Computing Framework for Intelligent Resource Management in Vehicular Ad-hoc Networks

A Nahar, KK Mondal, D Das… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The integration of software-defined networking (SDN) and cloud radio access networks
(CRANs) into vehicular ad hoc networks (VANETs) presents intricate challenges to …

SDCast: A Software-Defined Networking Based Clustered Routing Protocol for Vehicular Ad-Hoc Networks

A Nahar, D Das - Wireless Personal Communications, 2023 - Springer
The field of vehicular ad hoc networks (VANETs) has made significant advances in recent
years by merging software-defined networking (SDN) with reinforcement learning (RL) …

Performance evaluation of pedestrian detectors for autonomous vehicles

M Sha, A Boukerche - 2021 IFIP/IEEE International Symposium …, 2021 - ieeexplore.ieee.org
With the development of deep learning methods, adopting CNN-based detectors has
become a trend to handle the detection task. The proposal of Intelligent Transportation …

Context Prediction of Highways Based on The Vehicular Traffic Distribution§

MB Younes, A Boukerche - ICC 2021-IEEE International …, 2021 - ieeexplore.ieee.org
Traffic distribution over highways affects several applications and functionalities of traveling
vehicles. The level of traffic congestion has been scaled over road networks based on the …