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Traditional reinforcement learning (RL)-based learning approaches for wireless networks rely on expensive trial-and-error mechanisms and real-time feedback based on extensive environment interactions, which leads to low data efficiency and…

Artificial Intelligence · Computer Science 2025-08-04 Lingyi Wang , Rashed Shelim , Walid Saad , Naren Ramakrishnan

Video streaming currently accounts for the majority of Internet traffic. One factor that enables video streaming is HTTP Adaptive Streaming (HAS), that allows the users to stream video using a bit rate that closely matches the available…

Networking and Internet Architecture · Computer Science 2020-02-14 Dimitrios J. Vergados , Angelos Michalas , Katina Kralevska , Dimitrios D. Vergados

Minimizing handoff latency and achieving near-zero packet loss is critical for delivering multimedia infotainment applications to fast-moving vehicles that are likely to encounter frequent handoffs. In this paper, we propose a dual-radio…

Networking and Internet Architecture · Computer Science 2016-11-18 Jayaraj Poroor , Sriram Karunagaran , Sudharsan Sundararajan , Ranjith Pillai

Vehicular communications, referring to information exchange among vehicles, pedestrians, and infrastructures, have become very popular and been widely studied recently due to its great potential to support intelligent transportation and…

Computers and Society · Computer Science 2017-08-01 Haixia Peng , Le Liang , Xuemin Shen , Geoffrey Ye Li

One of the most challenging fields in vehicular communications has been the experimental assessment of protocols and novel technologies. Researchers usually tend to simulate vehicular scenarios and/or partially validate new contributions in…

Networking and Internet Architecture · Computer Science 2015-04-20 Manabu Tsukada , José Santa , Satoshi Matsuura , Thierry Ernst , Kazutoshi Fujikawa

Wireless networks are becoming extremely pervasive while traffic demand is ever increasing. In order to cope with the forecast increase in traffic volume for the upcoming years, as well as the number of connected devices, new technologies,…

Networking and Internet Architecture · Computer Science 2018-03-07 Onel L. A. López , Hirley Alves , Richard Demo Souza , Matti Latva-aho

In this paper we have discussed about the number of automobiles that has been increased on the road in the past few years. Due to high density of vehicles, the potential threats and road accident is increasing. Wireless technology is aiming…

Networking and Internet Architecture · Computer Science 2013-04-19 Vaishali D. Khairnar , S. N. Pradhan

Vehicular ad hoc networks (VANETs) allow vehicles to exchange warning messages with each other. These specific kinds of networks help reduce hazardous traffic situations and improve safety, which are two of the main objectives in developing…

Neural and Evolutionary Computing · Computer Science 2025-01-20 Jamal Toutouh , Enrique Alba

Development of autonomous and self-driving vehicles requires agile and reliable services to manage hazardous road situations. Vehicular Network is the medium that can provide high-quality services for self-driving vehicles. The majority of…

Distributed, Parallel, and Cluster Computing · Computer Science 2019-05-14 Razin Farhan Hussain , Mohsen Amini Salehi , Omid Semiari

The huge research interest in cellular vehicle-to-everything (C-V2X) communications in recent days is attributed to their ability to schedule multiple access more efficiently as compared to its predecessor technology, i.e., dedicated…

Networking and Internet Architecture · Computer Science 2021-01-27 Seungmo Kim , Byung-Jun Kim , B. Brian Park

Vehicle-to-Infrastructure (V2I) communication is becoming critical for the enhanced reliability of autonomous vehicles (AVs). However, the uncertainties in the road-traffic and AVs' wireless connections can severely impair timely…

Machine Learning · Computer Science 2022-08-05 Zijiang Yan , Hina Tabassum

Connected vehicular platoons provide a promising solution to improve traffic efficiency and ensure road safety. Vehicles in a platoon utilize on-board sensors and wireless vehicle-to-vehicle (V2V) links to share traffic information for…

Systems and Control · Electrical Eng. & Systems 2024-05-15 Tingyu Shui , Walid Saad

Vehicle-to-vehicle communications can be used effectively for intelligent transport systems (ITS) and location-aware services. The ability to disseminate information in an ad-hoc fashion allows pertinent information to propagate faster…

Networking and Internet Architecture · Computer Science 2015-05-13 Thomas D. Hewer , Maziar Nekovee

Vehicles provide an ideal platform for urban sensing applications, as they can be equipped with all kinds of sensing devices that can continuously monitor the environment around the travelling vehicle. In this work we are particularly…

Networking and Internet Architecture · Computer Science 2021-09-24 R. Bruno , M. Nurchis

In recent future, vehicles will establish a spontaneous connection over a wireless radio channel, coordinating actions and information. Vehicles will exchange warning messages over the wireless radio channel through Dedicated Short Range…

Cryptography and Security · Computer Science 2015-08-07 Shlomi Dolev , Lukasz Krzywiecki , Nisha Panwar , Michael Segal

Nowadays, inter-vehicle networks are a viable communication scenario that greatly contributes to daily work, and its issues are gaining more and more attention every day. These days, space networks are growing and developing. There are…

Cryptography and Security · Computer Science 2024-12-02 Davoud Yousefi , Farhang Farhad , Mehran Abed , Soheil Gavidel

Vehicular Ad Hoc Networks (VANETs) are a peculiar subclass of mobile ad hoc networks that raise a number of technical challenges, notably from the point of view of their mobility models. In this paper, we provide a thorough analysis of the…

Networking and Internet Architecture · Computer Science 2009-12-31 M. Kafsi , P. Papadimitratos , O. Dousse , T. Alpcan , J. -P. Hubaux

Hierarchical Federated Learning (HFL) faces the significant challenge of adversarial or unreliable vehicles in vehicular networks, which can compromise the model's integrity through misleading updates. Addressing this, our study introduces…

Machine Learning · Computer Science 2024-05-29 M. Saeid HaghighiFard , Sinem Coleri

802.11p based V2X communication uses stochastic medium access control, which cannot prevent broadcast packet collision, in particular during high channel load. Wireless congestion control has been designed to keep the channel load at an…

Networking and Internet Architecture · Computer Science 2019-01-28 Mohammad Irfan Khan , François-Xavier Aubet , Marc-Oliver Pahl , Jérôme Härri

Vehicles are among the fastest growing type of connected devices. Therefore, there is a need for Vehicle-to-Everything (V2X) communication i.e. passing of information from a Vehicle-to-Vehicle (V2V) or Vehicle-to-Infrastructure (V2I) and…

Networking and Internet Architecture · Computer Science 2016-05-02 Petri Luoto , Mehdi Bennis , Pekka Pirinen , Sumudu Samarakoon , Kari Horneman , Matti Latva-aho