260 research outputs found
Heterogeneous LTE/ Wi-Fi architecture for intelligent transportation systems
Intelligent Transportation Systems (ITS) make use of advanced technologies to enhance road safety and improve traffic efficiency. It is anticipated that ITS will play a vital future role in improving traffic efficiency, safety, comfort and emissions. In order to assist the passengers to travel safely, efficiently and conveniently, several application requirements have to be met simultaneously. In addition to the delivery of regular traffic and safety information, vehicular networks have been recently required to support infotainment services. Previous vehicular network designs and architectures do not satisfy this increasing traffic demand as they are setup for either voice or data traffic, which is not suitable for the transfer of vehicular traffic. This new requirement is one of the key drivers behind the need for new mobile wireless broadband architectures and technologies. For this purpose, this thesis proposes and investigates a heterogeneous IEEE 802.11 and LTE vehicular system that supports both infotainment and ITS traffic control data. IEEE 802.11g is used for V2V communications and as an on-board access network while, LTE is used for V2I communications. A performance simulation-based study is conducted to validate the feasibility of the proposed system in an urban vehicular environment. The system performance is evaluated in terms of data loss, data rate, delay and jitter. Several simulation scenarios are performed and evaluated. In the V2I-only scenario, the delay, jitter and data drops for both ITS and video traffic are within the acceptable limits, as defined by vehicular application requirements. Although a tendency of increase in video packet drops during handover from one eNodeB to another is observed yet, the attainable data loss rate is still below the defined benchmarks. In the integrated V2V-V2I scenario, data loss in uplink ITS traffic was initially observed so, Burst communication technique is applied to prevent packet losses in the critical uplink ITS traffic. A quantitative analysis is performed to determine the number of packets per burst, the inter-packet and inter-burst intervals. It is found that a substantial improvement is achieved using a two-packet Burst, where no packets are lost in the uplink direction. The delay, jitter and data drops for both uplink and downlink ITS traffic, and video traffic are below the benchmarks of vehicular applications. Thus, the results indicate that the proposed heterogeneous system offers acceptable performance that meets the requirements of the different vehicular applications. All simulations are conducted on OPNET Network Modeler and results are subjected to a 95% confidence analysis
Cloud Computing in VANETs: Architecture, Taxonomy, and Challenges
Cloud Computing in VANETs (CC-V) has been investigated into two major themes of research including Vehicular Cloud Computing (VCC) and Vehicle using Cloud (VuC). VCC is the realization of autonomous cloud among vehicles to share their abundant resources. VuC is the efficient usage of conventional cloud by on-road vehicles via a reliable Internet connection. Recently, number of advancements have been made to address the issues and challenges in VCC and VuC. This paper qualitatively reviews CC-V with the emphasis on layered architecture, network component, taxonomy, and future challenges. Specifically, a four-layered architecture for CC-V is proposed including perception, co-ordination, artificial intelligence and smart application layers. Three network component of CC-V namely, vehicle, connection and computation are explored with their cooperative roles. A taxonomy for CC-V is presented considering major themes of research in the area including design of architecture, data dissemination, security, and applications. Related literature on each theme are critically investigated with comparative assessment of recent advances. Finally, some open research challenges are identified as future issues. The challenges are the outcome of the critical and qualitative assessment of literature on CC-V
Agile Calibration Process of Full-Stack Simulation Frameworks for V2X Communications
Computer simulations and real-world car trials are essential to investigate
the performance of Vehicle-to-Everything (V2X) networks. However, simulations
are imperfect models of the physical reality and can be trusted only when they
indicate agreement with the real-world. On the other hand, trials lack
reproducibility and are subject to uncertainties and errors. In this paper, we
will illustrate a case study where the interrelationship between trials,
simulation, and the reality-of-interest is presented. Results are then compared
in a holistic fashion. Our study will describe the procedure followed to
macroscopically calibrate a full-stack network simulator to conduct
high-fidelity full-stack computer simulations.Comment: To appear in IEEE VNC 2017, Torino, I
On the needs and requirements arising from connected and automated driving
Future 5G systems have set a goal to support mission-critical Vehicle-to-Everything (V2X) communications and they contribute to an important step towards connected and automated driving. To achieve this goal, the communication technologies should be designed based on a solid understanding of the new V2X applications and the related requirements and challenges. In this regard, we provide a description of the main V2X application categories and their representative use cases selected based on an analysis of the future needs of cooperative and automated driving. We also present a methodology on how to derive the network related requirements from the automotive specific requirements. The methodology can be used to analyze the key requirements of both existing and future V2X use cases
Construction of a real vehicular delay-tolerant network testbed
Vehicular Delay-Tolerant Networks (VDTNs) appear as innovative network architecture, able to outline communication challenges caused by issues like variable delays, disruption and intermittent connectivity once that it utilizes the store-carry-and-forward method to allow that in-transit messages (called bundles) can be delivered to the destination by hopping over the mobile vehicles even that an end-to-end path does not exist. Since messages are stored persistently in a buffer and forward to the next hop, a new communication infrastructure is created allowing low-cost asynchronous opportunistic communication under the most critical situations like variable delays and bandwidth constraints. VDTN introduces a layered architecture, acting as an overlay network over the link layer, aggregating incoming IP packets in data bundles (large IP packets), using out-of-band signaling, based on the separation of the control plane and planes. This dissertation presents and evaluates the performance of a real VDTN testbed, demonstrating the real applicability of this new vehicular communication approach. It includes an embedded VDTN testbed created to evaluate safety systems in a real-world scenario. It was used cars with laptops to realize terminal and relay nodes. A real testbed is very important because some complex issues presented in vehicular communication systems can be treated with more realism in real-world environments than in a laboratory environment. The experiments were performed on the internal streets of Brazilian Fiat Automobile manufacturing plant. Performance measurements and analysis were also conduct to verify the efficiency of the system. The results obtained show that safety applications and services can be executed with the actual proposal VDTN architecture in several environments, although notable interference as fading and characteristics of the radio channel, require the use of more modern, appropriate and robust technologies. Thus, the real deployment of VDTNs confirms that VDTNs can be seen as a very promising technology for vehicular communications.Fundação para a Ciência e a Tecnologia (FCT
Street Smart in 5G : Vehicular Applications, Communication, and Computing
Recent advances in information technology have revolutionized the automotive industry, paving the way for next-generation smart vehicular mobility. Specifically, vehicles, roadside units, and other road users can collaborate to deliver novel services and applications that leverage, for example, big vehicular data and machine learning. Relatedly, fifth-generation cellular networks (5G) are being developed and deployed for low-latency, high-reliability, and high bandwidth communications. While 5G adjacent technologies such as edge computing allow for data offloading and computation at the edge of the network thus ensuring even lower latency and context-awareness. Overall, these developments provide a rich ecosystem for the evolution of vehicular applications, communications, and computing. Therefore in this work, we aim at providing a comprehensive overview of the state of research on vehicular computing in the emerging age of 5G and big data. In particular, this paper highlights several vehicular applications, investigates their requirements, details the enabling communication technologies and computing paradigms, and studies data analytics pipelines and the integration of these enabling technologies in response to application requirements.Peer reviewe
Comunicações veiculares híbridas
Vehicle Communications is a promising research field, with a great potential for
the development of new applications capable of improving road safety, traffic efficiency,
as well as passenger comfort and infotainment. Vehicle communication
technologies can be short-range, such as ETSI ITS-G5 or the 5G PC5 sidelink
channel, or long-range, using the cellular network (LTE or 5G). However, none of
the technologies alone can support the expected variety of applications for a large
number of vehicles, nor all the temporal and spatial requirements of connected
and autonomous vehicles. Thus, it is proposed the collaborative or hybrid use of
short-range communications, with lower latency, and of long-range technologies,
potentially with higher latency, but integrating aggregated data of wider geographic
scope.
In this context, this work presents a hybrid vehicle communications model, capable
of providing connectivity through two Radio Access Technologies (RAT), namely,
ETSI ITS-G5 and LTE, to increase the probability of message delivery and, consequently,
achieving a more robust, efficient and secure vehicle communication
system. The implementation of short-range communication channels is done using
Raw Packet Sockets, while the cellular connection is established using the Advanced
Messaging Queuing Protocol (AMQP) protocol.
The main contribution of this dissertation focuses on the design, implementation
and evaluation of a Hybrid Routing Sublayer, capable of isolating messages that
are formed/decoded from transmission/reception processes. This layer is, therefore,
capable of managing traffic coming/destined to the application layer of intelligent
transport systems (ITS), adapting and passing ITS messages between the highest
layers of the protocol stack and the available radio access technologies.
The Hybrid Routing Sublayer also reduces the financial costs due to the use of
cellular communications and increases the efficiency of the use of the available
electromagnetic spectrum, by introducing a cellular link controller using a Beacon
Detector, which takes informed decisions related to the need to connect to a cellular
network, according to different scenarios.
The experimental results prove that hybrid vehicular communications meet the requirements
of cooperative intelligent transport systems, by taking advantage of
the benefits of both communication technologies. When evaluated independently,
the ITS-G5 technology has obvious advantages in terms of latency over the LTE
technology, while the LTE technology performs better than ITS-G5, in terms of
throughput and reliability.As Comunicações Veiculares são um campo de pesquisa promissor, com um grande
potencial de desenvolvimento de novas aplicações capazes de melhorar a segurança
nas estradas, a eficiência do tráfego, bem com o conforto e entretenimento dos
passageiros. As tecnologias de comunicação veícular podem ser de curto alcance,
como por exemplo ETSI ITS-G5 ou o canal PC5 do 5G, ou de longo alcance, recorrendo
à rede celular (LTE ou 5G). No entanto, nenhuma das tecnologias por
si só, consegue suportar a variedade expectável de aplicações para um número de
veículos elevado nem tampouco todos os requisitos temporais e espaciais dos veículos
conectados e autónomos. Assim, é proposto o uso colaborativo ou híbrido de
comunicações de curto alcance, com latências menores, e de tecnologias de longo
alcance, potencialmente com maiores latências, mas integrando dados agregados
de maior abrangência geográfica.
Neste contexto, este trabalho apresenta um modelo de comunicações veiculares
híbrido, capaz de fornecer conectividade por meio de duas Tecnologias de Acesso
por Rádio (RAT), a saber, ETSI ITS-G5 e LTE, para aumentar a probabilidade de
entrega de mensagens e, consequentemente, alcançar um sistema de comunicação
veicular mais robusto, eficiente e seguro. A implementação de canais de comunicação
de curto alcance é feita usando Raw Packet Sockets, enquanto que a ligação
celular é estabelecida usando o protocolo Advanced Messaging Queuing Protocol
(AMQP).
A contribuição principal desta dissertação foca-se no projeto, implementação e avaliação
de uma sub camada hibrída de encaminhamento, capaz de isolar mensagens
que se formam/descodificam a partir de processos de transmissão/receção. Esta
camadada é, portanto, capaz de gerir o tráfego proveniente/destinado à camada
de aplicação de sistemas inteligentes de transportes (ITS) adaptando e passando
mensagens ITS entre as camadas mais altas da pilha protocolar e as tecnologias
de acesso rádio disponíveis.
A sub camada hibrída de encaminhamento também potencia uma redução dos custos
financeiros devidos ao uso de comunicações celulares e aumenta a eficiência do
uso do espectro electromagnético disponível, ao introduzir um múdulo controlador
da ligação celular, utilizando um Beacon Detector, que toma decisões informadas
relacionadas com a necessidade de uma conexão a uma rede celular, de acordo com
diferentes cenários.
Os resultados experimentais comprovam que as comunicações veículares híbridas
cumprem os requisitos dos sistemas cooperativos de transporte inteligentes, ao
tirarem partido das vantagens de ambas tecnologias de comunicação. Quando
avaliadas de forma independente, constata-se que que a tecnologia ITS-G5 tem
vantagens evidentes em termos de latência sobre a tecnologia LTE, enquanto que
a tecnologia LTE tem melhor desempenho que a LTE, ai nível de débito e fiabilidade.Mestrado em Engenharia Eletrónica e Telecomunicaçõe
Connectivity Analysis of Directed Highway VANETs using Graph Theory
Graph theory is a promising approach in handling the problem of estimating
the connectivity probability of vehicular ad-hoc networks (VANETs). With a
communication network represented as graph, graph connectivity indicators
become valid for connectivity analysis of communication networks as well. In
this article, we discuss two different graph-based methods for VANETs
connectivity analysis showing that they capture the same behavior as estimated
using probabilistic models. The study is, then, extended to include the case of
directed VANETs, resulting from the utilization of different communication
ranges by different vehicles. Overall, the graph-based methods prove a robust
performance, as they can be simply diversified into scenarios that are too
complex to acquire a rigid probabilistic model for them.Comment: 21 pages, 6 figure
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