Multihop communications in software defined vehicular networks

Bibliographic Details
Main Author: Domingos, Hugo Miguel Ventura
Publication Date: 2024
Format: Master thesis
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10773/45074
Summary: Vehicular Networks facilitate communication between vehicles and road infrastructure, thereby enabling a range of safety and convenience services, including real-time emergency notifications and updates on the road, as well as entertainment applications. However, the dynamic nature of vehicular environments, in which rapid node mobility results in frequent topology changes and fluctuating connectivity, presents a considerable challenge. These include ensuring quality of service, maintaining reliable connectivity, and securing bandwidth under highly variable traffic loads. It is often the case that traditional vehicular routing protocols are unable to cope with the demands of such rapidly evolving network conditions, particularly when there are frequent handovers which disrupt data transmission, increasing the network overload and the complexity of the network management. Software-Defined Networking (SDN) has emerged as a powerful architecture to address the challenges of these networks by leveraging its flexible and adaptive control paradigm, which allows for more effective management of the dynamic topology and mobility patterns typical of vehicular networks. The separation of the control and data planes facilitates the management of networks, enabling a centralized and responsive approach to routing decisions and resource allocation. Such flexibility becomes even more beneficial when combined with multihop routing. This Dissertation presents a solution that integrates multihop communication within software-defined vehicular networks. It implements a solution capable of performing this type of communication while taking advantage of a centralized controller that maintains an up-to-date overview of the network state. This is achieved through the developed monitoring services, which compute metrics relative to each link quality and expected lifetime, by utilizing the mobility information provided by C-ITS messages. In addition, a routing algorithm was designed that provides traffic differentiation between TCP and UDP protocols, selecting and adjusting paths that align with the specific nature and requirements of each protocol. A comparative evaluation conducted on a testbed demonstrated the superiority of the proposed algorithm over a conventional routing approach in terms of stability and quality of service, including inter-vehicles routing and to the infrastructure. This work improves the reliability of vehicular communication, paving the way for future advancements in intelligent transportation systems.
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spelling Multihop communications in software defined vehicular networksVehicular networksSoftware defined networksVehicle-to-vehicle multihop routingPerformance evaluationVehicular Networks facilitate communication between vehicles and road infrastructure, thereby enabling a range of safety and convenience services, including real-time emergency notifications and updates on the road, as well as entertainment applications. However, the dynamic nature of vehicular environments, in which rapid node mobility results in frequent topology changes and fluctuating connectivity, presents a considerable challenge. These include ensuring quality of service, maintaining reliable connectivity, and securing bandwidth under highly variable traffic loads. It is often the case that traditional vehicular routing protocols are unable to cope with the demands of such rapidly evolving network conditions, particularly when there are frequent handovers which disrupt data transmission, increasing the network overload and the complexity of the network management. Software-Defined Networking (SDN) has emerged as a powerful architecture to address the challenges of these networks by leveraging its flexible and adaptive control paradigm, which allows for more effective management of the dynamic topology and mobility patterns typical of vehicular networks. The separation of the control and data planes facilitates the management of networks, enabling a centralized and responsive approach to routing decisions and resource allocation. Such flexibility becomes even more beneficial when combined with multihop routing. This Dissertation presents a solution that integrates multihop communication within software-defined vehicular networks. It implements a solution capable of performing this type of communication while taking advantage of a centralized controller that maintains an up-to-date overview of the network state. This is achieved through the developed monitoring services, which compute metrics relative to each link quality and expected lifetime, by utilizing the mobility information provided by C-ITS messages. In addition, a routing algorithm was designed that provides traffic differentiation between TCP and UDP protocols, selecting and adjusting paths that align with the specific nature and requirements of each protocol. A comparative evaluation conducted on a testbed demonstrated the superiority of the proposed algorithm over a conventional routing approach in terms of stability and quality of service, including inter-vehicles routing and to the infrastructure. This work improves the reliability of vehicular communication, paving the way for future advancements in intelligent transportation systems.As Redes veiculares facilitam a comunicação entre veículos e as infraestruturas rodoviárias, permitindo assim que os seus utilizadores usufruam de uma variedade de serviços seguros e convenientes, incluindo notificações de emergência em tempo real e atualizações da via pública, assim como aplicações de entretenimento. No entanto, a natureza dinâmica dos ambientes veiculares, em que a rápida mobilidade dos nós resulta em mudanças frequentes na topologia e conectividade instável, representa um desafio considerável. Outros desafios incluem garantir qualidade de serviço, manter conectividade fiável e assegurar largura de banda quando a quantidade de tráfego é muito variável. Muitas vezes, os protocolos de encaminhamento tradicionais utilizados nas redes veiculares não conseguem responder às exigências de condições de rede em rápida evolução, especialmente quando há alterações frequentes dos caminhos utilizados para encaminhar tráfego, interrompendo assim a transmissão de dados, aumentando a sobrecarga da rede e a complexidade da sua gestão. As Redes Definidas por Software (SDN) emergiram como uma arquitetura interessante para enfrentar os desafios das redes veiculares através do controlo da rede mais flexível e adaptativo, permitindo uma gestão mais eficaz da topologia dinâmica e dos padrões de mobilidade típicos das redes veiculares. A separação dos planos de controlo e de dados facilita a gestão das redes, permitindo uma abordagem centralizada e responsiva nas decisões de encaminhamento e alocação de recursos. Esta flexibilidade torna-se ainda mais vantajosa quando combinada com o encaminhamento multihop. Esta Dissertação apresenta uma solução que integra comunicação multihop dentro de redes veiculares definidas por software. Foi implementada uma solução capaz de realizar este tipo de comunicação, tirando partido de um controlador centralizado que mantém uma visão atualizada do estado da rede. Isto é conseguido através dos serviços de monitorização desenvolvidos neste trabalho capazes de calcular métricas relativas à qualidade de cada ligação e à sua durabilidade, utilizando a informação de mobilidade fornecida por mensagens C-ITS. Adicionalmente, foi desenhado um algoritmo de encaminhamento que proporciona diferenciação de tráfego entre os protocolos TCP e UDP, selecionando e ajustando os caminhos de acordo com a natureza e os requisitos específicos de cada protocolo. Uma avaliação comparativa realizada num ambiente de testes demonstrou a superioridade do algoritmo proposto em relação a uma abordagem convencional de encaminhamento em termos de estabilidade e qualidade de serviço. Este trabalho permite assim melhorar a fiabilidade da comunicação veicular, abrindo caminho para futuros avanços nos sistemas de transporte inteligentes.2026-12-13T00:00:00Z2024-12-13T00:00:00Z2024-12-13info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/45074engDomingos, Hugo Miguel Venturainfo:eu-repo/semantics/embargoedAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-05-26T01:49:18Zoai:ria.ua.pt:10773/45074Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T07:37:05.457743Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Multihop communications in software defined vehicular networks
title Multihop communications in software defined vehicular networks
spellingShingle Multihop communications in software defined vehicular networks
Domingos, Hugo Miguel Ventura
Vehicular networks
Software defined networks
Vehicle-to-vehicle multihop routing
Performance evaluation
title_short Multihop communications in software defined vehicular networks
title_full Multihop communications in software defined vehicular networks
title_fullStr Multihop communications in software defined vehicular networks
title_full_unstemmed Multihop communications in software defined vehicular networks
title_sort Multihop communications in software defined vehicular networks
author Domingos, Hugo Miguel Ventura
author_facet Domingos, Hugo Miguel Ventura
author_role author
dc.contributor.author.fl_str_mv Domingos, Hugo Miguel Ventura
dc.subject.por.fl_str_mv Vehicular networks
Software defined networks
Vehicle-to-vehicle multihop routing
Performance evaluation
topic Vehicular networks
Software defined networks
Vehicle-to-vehicle multihop routing
Performance evaluation
description Vehicular Networks facilitate communication between vehicles and road infrastructure, thereby enabling a range of safety and convenience services, including real-time emergency notifications and updates on the road, as well as entertainment applications. However, the dynamic nature of vehicular environments, in which rapid node mobility results in frequent topology changes and fluctuating connectivity, presents a considerable challenge. These include ensuring quality of service, maintaining reliable connectivity, and securing bandwidth under highly variable traffic loads. It is often the case that traditional vehicular routing protocols are unable to cope with the demands of such rapidly evolving network conditions, particularly when there are frequent handovers which disrupt data transmission, increasing the network overload and the complexity of the network management. Software-Defined Networking (SDN) has emerged as a powerful architecture to address the challenges of these networks by leveraging its flexible and adaptive control paradigm, which allows for more effective management of the dynamic topology and mobility patterns typical of vehicular networks. The separation of the control and data planes facilitates the management of networks, enabling a centralized and responsive approach to routing decisions and resource allocation. Such flexibility becomes even more beneficial when combined with multihop routing. This Dissertation presents a solution that integrates multihop communication within software-defined vehicular networks. It implements a solution capable of performing this type of communication while taking advantage of a centralized controller that maintains an up-to-date overview of the network state. This is achieved through the developed monitoring services, which compute metrics relative to each link quality and expected lifetime, by utilizing the mobility information provided by C-ITS messages. In addition, a routing algorithm was designed that provides traffic differentiation between TCP and UDP protocols, selecting and adjusting paths that align with the specific nature and requirements of each protocol. A comparative evaluation conducted on a testbed demonstrated the superiority of the proposed algorithm over a conventional routing approach in terms of stability and quality of service, including inter-vehicles routing and to the infrastructure. This work improves the reliability of vehicular communication, paving the way for future advancements in intelligent transportation systems.
publishDate 2024
dc.date.none.fl_str_mv 2024-12-13T00:00:00Z
2024-12-13
2026-12-13T00:00:00Z
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