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Role of Machine Learning in Resource Allocation Strategy over Vehicular Networks: A Survey [PDF]
Sensors, 2021 The increasing demand for smart vehicles with many sensing capabilities will escalate data traffic in vehicular networks. Meanwhile, available network resources are limited.
Ida Nurcahyani, Jeong Woo Lee
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Future Internet, 2023 In recent years, the need for computation-intensive applications in mobile networks requiring more storage, powerful processors, and real-time responses has risen substantially.
Ali Pashazadeh +2 more
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Machine learning in vehicular networking: An overview
Digital Communications and Networks, 2022 As vehicle complexity and road congestion increase, combined with the emergence of electric vehicles, the need for intelligent transportation systems to improve on-road safety and transportation efficiency using vehicular networks has become essential ...
Kang Tan +4 more
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A hybrid trust model based on communication and social trust for vehicular social networks
International Journal of Distributed Sensor Networks, 2022 Vehicular social networks are emerging hybrid networks that combine traditional vehicular networks and social networks, with two key types of nodes, that is, vehicles and drivers.
Na Fan +3 more
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Vehicular Sensor Networks: Applications, Advances and Challenges
Sensors, 2020 Vehicular sensor networks (VSN) provide a new paradigm for transportation technology and demonstrate massive potential to improve the transportation environment due to the unlimited power supply of the vehicles and resulting minimum energy constraints ...
Fatih Kurugollu +4 more
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Interference Characterization in Cellular-Assisted Vehicular Communications With Jamming
IEEE Access, 2022 The automobile industry has been evolving with rapid growth over the last two decades. Conventionally, the narrow band dedicated short-range communications is used for the wireless connectivity of vehicular networks in the automobile industry.
Mohammad Arif +2 more
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Be Stable and Fair: Robust Data Scheduling for Vehicular Networks
IEEE Access, 2018 The stable and fair data transmission of vehicular networks can improve transport efficiency and reduce traffic accident. It is challenging to ensure the stability and fairness of data transmission in dynamic vehicular networks.
Libing Wu +3 more
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A Cross-layer Approach for MPTCP Path Management in Heterogeneous Vehicular Networks
Journal of Communications Software and Systems, 2023 Multipath communication has recently arisen as a promising tool to address reliable communication in vehicular networks. The architecture of Multipath TCP (MPTCP) is designed to facilitate concurrent utilization of multiple network interfaces, thereby ...
Vadym Hapanchak, Antonio Costa
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International Journal of Distributed Sensor Networks, 2017 Vehicular ad hoc networks have been identified as a key technology for enabling safety and infotainment applications in the context of smart and connected vehicles.
Alejandro Galaviz-Mosqueda +5 more
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Future Internet, 2022 Vehicular ad hoc networks have played a key role in intelligent transportation systems that considerably improve road safety and management. This new technology allows vehicles to communicate and share road information.
Muhsen Alkhalidy +3 more
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