Video Streaming over Vehicular Ad Hoc Networks: A Comparative Study and Future Perspectives

Vehicular  Ad Hoc Network  (VANET) is emerged as an important research area that provides ubiquitous short-range connectivity among moving vehicles.  This network enables efficient traffic safety and infotainment applications. One of the promising applications is video transmission in vehicle-to-vehicle or vehicle-to-infrastructure environments.  But, video streaming over vehicular environment is a daunting task due to high movement of vehicles. This paper presents a survey on state-of-arts of video streaming over VANET. Furthermore, taxonomy of vehicular video transmission is highlighted in this paper with special focus on significant applications and their requirements with challenges, video content sharing, multi-source video streaming and video broadcast services. The comparative study of the paper compares the video streaming schemes based on type of error resilient technique, objective of study, summary of their study, the utilized simulator and the type of video sharing.  Lastly, we discussed the open issues and research directions related to video communication over VANET

Cognitive radio network in vehicular ad hoc network (VANET): a survey

Cognitive radio network and vehicular ad hoc network (VANET) are recent emerging concepts in wireless networking. Cognitive radio network obtains knowledge of its operational geographical environment to manage sharing of spectrum between primary and secondary users, while VANET shares emergency safety messages among vehicles to ensure safety of users on the road. Cognitive radio network is employed in VANET to ensure the efficient use of spectrum, as well as to support VANET’s deployment. Random increase and decrease of spectrum users, unpredictable nature of VANET, high mobility, varying interference, security, packet scheduling, and priority assignment are the challenges encountered in a typical cognitive VANET environment. This paper provides survey and critical analysis on different challenges of cognitive radio VANET, with discussion on the open issues, challenges, and performance metrics for different cognitive radio VANET applications

Cognitive radio network in vehicular ad hoc network (VANET): a survey

Cognitive radio network and vehicular ad hoc network (VANET) are recent emerging concepts in wireless networking. Cognitive radio network obtains knowledge of its operational geographical environment to manage sharing of spectrum between primary and secondary users, while VANET shares emergency safety messages among vehicles to ensure safety of users on the road. Cognitive radio network is employed in VANET to ensure the efficient use of spectrum, as well as to support VANET’s deployment. Random increase and decrease of spectrum users, unpredictable nature of VANET, high mobility, varying interference, security, packet scheduling, and priority assignment are the challenges encountered in a typical cognitive VANET environment. This paper provides survey and critical analysis on different challenges of cognitive radio VANET, with discussion on the open issues, challenges, and performance metrics for different cognitive radio VANET applications

Cognitive radio network in vehicular ad hoc network (VANET): a survey

Cognitive radio network and vehicular ad hoc network (VANET) are recent emerging concepts in wireless networking. Cognitive radio network obtains knowledge of its operational geographical environment to manage sharing of spectrum between primary and secondary users, while VANET shares emergency safety messages among vehicles to ensure safety of users on the road. Cognitive radio network is employed in VANET to ensure the efficient use of spectrum, as well as to support VANET’s deployment. Random increase and decrease of spectrum users, unpredictable nature of VANET, high mobility, varying interference, security, packet scheduling, and priority assignment are the challenges encountered in a typical cognitive VANET environment. This paper provides survey and critical analysis on different challenges of cognitive radio VANET, with discussion on the open issues, challenges, and performance metrics for different cognitive radio VANET applications

Cooperative Content Dissemination on Vehicle Networks

As redes veiculares têm sido alvo de grandes avanços nos últimos anos, sobretudo devido ao crescente interesse por veículos inteligentes e autónomos que motiva investimentos avultados por parte da indústria automóvel. A inexistência de uma forma oportuna e económica de executar atualizações OTA (over-the-air) está a contribuir para o adiar do lançamento de grandes frotas de veículos inteligentes. O custo associado à transmissão de dados através de redes celulares é muito elevado e não se pode garantir que cada veículo tenha acesso a uma estação ou estacionamento com conectividade adequada em tempo útil, onde possa obter os dados esperados. Com base nestas premissas, esta tese apresenta a concepção e implementação de um protocolo cooperativo de disseminação de conteúdos que aproveita as ligações Veículo-a-Veículo (V2V) para assegurar uma distribuição de dados pela rede com custos reduzidos. Além disso, este trabalho é complementado e suportado com uma análise do desempenho do protocolo numa rede de 25 veículos.Vehicular networks have seen great advancements over the last few years, mostly due to the increased eagerness for smart and autonomous vehicles that motivate hefty investments by the automotive industry. The absence of a timely and cost-effective way to perform over-the-air (OTA) updates is contributing to defer the deployment of large fleets of connected vehicles. There is a high cost associated with transmitting data over cellular networks and it cannot be expected that every vehicle has access to a station or depot with adequate connectivity where it can get the awaited data cheaply nor that this solution happens timely enough. With this in mind, this thesis presents the design and implementation of a cooperative content dissemination protocol that takes advantage of Vehicle-to-Vehicle (V2V) communication links to distribute data across a network with reduced costs. Moreover, this work is complemented with a performance analysis of the protocol on a deployed network of 25 vehicles

Recent Developments on Mobile Ad-Hoc Networks and Vehicular Ad-Hoc Networks

This book presents collective works published in the recent Special Issue (SI) entitled "Recent Developments on Mobile Ad-Hoc Networks and Vehicular Ad-Hoc Networks”. These works expose the readership to the latest solutions and techniques for MANETs and VANETs. They cover interesting topics such as power-aware optimization solutions for MANETs, data dissemination in VANETs, adaptive multi-hop broadcast schemes for VANETs, multi-metric routing protocols for VANETs, and incentive mechanisms to encourage the distribution of information in VANETs. The book demonstrates pioneering work in these fields, investigates novel solutions and methods, and discusses future trends in these field

Game Theory for Multi-Access Edge Computing:Survey, Use Cases, and Future Trends

Game theory (GT) has been used with significant success to formulate, and either design or optimize, the operation of many representative communications and networking scenarios. The games in these scenarios involve, as usual, diverse players with conflicting goals. This paper primarily surveys the literature that has applied theoretical games to wireless networks, emphasizing use cases of upcoming multiaccess edge computing (MEC). MEC is relatively new and offers cloud services at the network periphery, aiming to reduce service latency backhaul load, and enhance relevant operational aspects such as quality of experience or security. Our presentation of GT is focused on the major challenges imposed by MEC services over the wireless resources. The survey is divided into classical and evolutionary games. Then, our discussion proceeds to more specific aspects which have a considerable impact on the game's usefulness, namely, rational versus evolving strategies, cooperation among players, available game information, the way the game is played (single turn, repeated), the game's model evaluation, and how the model results can be applied for both optimizing resource-constrained resources and balancing diverse tradeoffs in real edge networking scenarios. Finally, we reflect on lessons learned, highlighting future trends and research directions for applying theoretical model games in upcoming MEC services, considering both network design issues and usage scenarios

Thirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks

Future wireless networks have a substantial potential in terms of supporting a broad range of complex compelling applications both in military and civilian fields, where the users are able to enjoy high-rate, low-latency, low-cost and reliable information services. Achieving this ambitious goal requires new radio techniques for adaptive learning and intelligent decision making because of the complex heterogeneous nature of the network structures and wireless services. Machine learning (ML) algorithms have great success in supporting big data analytics, efficient parameter estimation and interactive decision making. Hence, in this article, we review the thirty-year history of ML by elaborating on supervised learning, unsupervised learning, reinforcement learning and deep learning. Furthermore, we investigate their employment in the compelling applications of wireless networks, including heterogeneous networks (HetNets), cognitive radios (CR), Internet of things (IoT), machine to machine networks (M2M), and so on. This article aims for assisting the readers in clarifying the motivation and methodology of the various ML algorithms, so as to invoke them for hitherto unexplored services as well as scenarios of future wireless networks.Comment: 46 pages, 22 fig

Transmissão oportunística de informação em redes veiculares

Mestrado em Engenharia Eletrónica e TelecomunicaçõesThe area of wireless communications has been the subject of several research projects over the last years. The persistent need to ”communicate” in various environments, including high mobility, make the use of wirelessbased communications a strong requirement. In this context, VANETs were created, which are networks based on Ad Hoc concept allowing the communication between vehicles and between vehicles and fixed infrastructures, that increase network’s connectivity. VANETs, due to their characteristics, introduce challenges such as shorts connectivity intervals in sparse networks, and also in situations where connectivity can be down for long periods of time. The work of this Dissertation aims to send non-urgent information in a opportunistic way, maximizing the network resources. The DTN’s concept is thus addressed as a solution to the previous described challenges. Two DTN implementations are studied and tested to be incorporated in WAVE devices communicating using the standard IEEE 802.11p for vehicular networks. After several tests, IBR-DTN proved to be the most robust and ”light” implementation to be used in embedded systems, such as the OBUs used in VANETs. Several implementation problems were detected, through several tests, and corrected to be possible to provide the functional integration of IBR-DTN in a real vehicular environment. The set of tests consisted in: two scenarios in the laboratory environment, to better understand IBR-DTN’s operation; and three scenarios in a real testbed with vehicles and fixed stations. The two scenarios tested in laboratory allowed to conclude the good performance of fragmentation process for different connection time intervals and different file sizes, where the connections between the nodes were periodically interrupted. The scenarios performed on the real testbed show that IBR-DTN operates without problems for various velocities using fixed infrastructures and a car, and two cars moving towards each other in different ways. It can be also concluded that, increasing the velocity, the contact time between nodes decreases, contributing to a larger number of fragments needed to send a specific file. The results show also that IBR-DTN has a good response in high mobility environments like VANETs.A área de comunicações sem fios tem sido alvo de vários projectos de investigação ao longo dos últimos anos. A constante necessidade de ”comunicar” nos mais diversos ambientes, incluindo os de alta mobilidade, requerem comunicações sem fios. Neste contexto foram criadas as Vehicular Ad hoc Networks (VANETs), que são redes baseadas no conceito Ad Hoc, permitindo a comunicação entre veículos e entre veículos e infraestruturas fixas, que aumentam a conectividade da rede. As VANETs, devido às suas carecterísticas, apresentam desafios, tais como intervalos curtos de conectividade em cen´arios onde a densidade de nós é reduzida, e também situações onde não existe comunicação durante longos períodos de tempo. O trabalho da presente dissertação tem como objectivo possibilitar o envio de informação não urgente de forma oportunística, rentabilizando todos os recursos da rede. O conceito de Delay/Disrupt Tolerant Network (DTN) é deste modo abordado como solução para os desafios descritos anteriormente. Desta forma, duas implementações de DTN são estudadas e testadas para serem incorporadas em dispositivos Wireless Access in Vehicular Environments (WAVE), comunicando através da norma IEEE 802.11p para redes veiculares. Depois de vários testes realizados, o IBR-DTN mostrou ser a implementação mais robusta e mais ”leve” para ser utilizada em sistemas embutidos, como é o caso das On-Board Units (OBUs) utilizadas nas VANETs. Vários problemas de implementação foram detectados e corrigidos para ser possível integrar o IBR-DTN de forma funcional num ambiente veicular real. O conjunto de testes realizados consistiu em: dois cenários em laboratório para melhor perceber o funcionamento do IBR-DTN; e três cenários numa testbed real com veículos e estações fixas. Os dois cenários testados em laboratório permitem concluir o bom funcionamento do processo de fragmentação para diferentes tempos de ligação e diferentes tamanhos de ficheiros, onde as ligações entre os nós eram interrompidas periodicamente. Os cenários testados na testbed real mostram que o IBR-DTN funciona sem problemas usando várias velocidades com estações fixas e um carro, e com dois carros dirigindo-se em sentido contrário um ao outro. Permitem também concluir que, aumentando a velocidade, diminui o tempo de contacto entre os nós traduzindo-se num maior número de fragmentos para enviar um determinado ficheiro. Os resultados mostram também que o IBR-DTN tem uma boa resposta em ambientes de alta mobilidade como as VANETs