Cristiano Silva

Dr. Cristiano Silva

Department of Technology, Federal University of São João Del-Rei (UFSJ), Brazil
orcid

Research Focus & Metrics

Academic Career Length

18Years (2009-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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6 August 2017 in Mobile Information Systems
Verified
Journal Article
Open access
PDF file
Cristiano SilvaCristiano Silva
Cristiano Silva
Barbara MasiniBarbara Masini
Barbara Masini
Gianluigi FerrariGianluigi Ferrari
Gianluigi Ferrari
ITIlaria Thibault
Ilaria Thibault
The infrastructure of vehicular networks plays a major role in realizing the full potential of vehicular communications. More and more vehicles are connected to the Internet and to each other, driving new technological transformations in a multidisciplinary way. Researchers in automotive/telecom industries and academia are joining their effort to provide their visions and solutions to increasingly complex transportation systems, also envisioning a myriad of applications to improve the driving experience and the mobility. These trends pose significant challenges to the communication systems: low latency, higher throughput, and increased reliability have to be granted by the wireless access technologies and by a suitable (possibly dedicated) infrastructure. This paper presents an in-depth survey of more than ten years of research on infrastructures, wireless access technologies and techniques, and deployment that make vehicular connectivity available. In addition, we identify the limitations of present technologies and infrastructures and the challenges associated with such infrastructure-based vehicular communications, also highlighting potential solutions.

Verified
Journal Article
Open access
PDF file
Barbara MasiniBarbara Masini
Barbara Masini
Cristiano SilvaCristiano Silva
Cristiano Silva
Ali BaladorAli Balador
Ali Balador
Mobility as a service is becoming a new paradigm in the direction of travel planning on the basis of the best service offered by the travelled roads. Hence, the environment in which people move will become smarter and more and more connected to grant services along the whole path. This opens new challenges related not only to the on board connectivity and wireless access technologies, but also on the reliability and efficiency of the surrounding environment. In this context, reconfigurable meta-surfaces play a crucial role, since they can be used to coat buildings, vehicles or any other suitable surfaces and let the environment become an active part of the communication system by opportunistically redirecting (i.e., reflecting, without generating new waves) signals to the target receivers. The objective of this paper is to highlight the limits of current wireless access technologies for vehicular scenarios and to discuss the potential impact of a smart environment made of reconfigurable meta-surfaces on some next generation vehicular use cases, such as cooperative driving and vulnerable road users (VRUs) detection. In addition, a preliminary model is presented to derive, in a simplified way, the performance of an IEEE 802.11p network in terms of collision probability. Even if analytical and based on simplified assumptions, this model has been validated through simulations and allows to compare the performance of the network with and without reconfigurable meta-surfaces.

1 April 2015 in Computer Communications
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Journal Article
Closed access
Cristiano SilvaCristiano Silva
Cristiano Silva
AAAndre Aquino
Andre Aquino
WMWagner Meira
Wagner Meira

5 November 2015 in IEEE Transactions on Intelligent Transportation Systems
Verified
Journal Article
Closed access
Cristiano SilvaCristiano Silva
Cristiano Silva
WMWagner Meira
Wagner Meira
JSJoao F. M. Sarubbi
Joao F. M. Sarubbi
In this article, we describe a strategy for planning the roadside infrastructure for vehicular networks based on the global behavior of drivers. Instead of relying on the trajectories of all vehicles, our proposal relies on the migration ratios of vehicles between urban regions in order to infer the better locations for deploying the roadside units. By relying on the global behavior of drivers, our strategy does not incur in privacy concerns. Given a set of α available roadside units, our goal is to select those α-better locations for placing the roadside units in order to maximize the number of distinct vehicles experiencing at least one V2I contact opportunity. Our results demonstrate that full knowledge of the vehicle trajectories are not mandatory for achieving a close-to-optimal deployment performance when we intend to maximize the number of distinct vehicles experiencing (at least one) V2I contact opportunities.

20 December 2018 in Future Internet
Verified
Journal Article
Open access
PDF file
Cristiano SilvaCristiano Silva
Cristiano Silva
LSLucas D. Silva
Lucas D. Silva
LSLeonardo Alvarenga Lopes Santos
Leonardo Alvarenga Lopes Santos
JSJoão F. M. Sarubbi
João F. M. Sarubbi
APAndreas Pitsillides
Andreas Pitsillides
Over the past few decades, the growth of the urban population has been remarkable. Nowadays, 50% of the population lives in urban areas, and forecasts point that by 2050 this number will reach 70%. Today, 64% of all travel made is within urban environments and the total amount of urban kilometers traveled is expected to triple by 2050. Thus, seeking novel solutions for urban mobility becomes paramount for 21st century society. In this work, we discuss the performance of vehicular networks. We consider the metric Delta Network. The Delta Network characterizes the connectivity of the vehicular network through the percentage of travel time in which vehicles are connected to roadside units. This article reviews the concept of the Delta Network and extends its study through the presentation of a general heuristic based on the definition of scores to identify the areas of the road network that should receive coverage. After defining the general heuristic, we show how small changes in the score computation can generate very distinct (and interesting) patterns of coverage, each one suited to a given scenario. In order to exemplify such behavior, we propose three deployment strategies based on simply changing the computation of scores. We compare the proposed strategies to the intuitive strategy of allocating communication units at the most popular zones of the road network. Experiments show that the strategies derived from the general heuristic provide higher coverage than the intuitive strategy when using the same number of communication devices. Moreover, the resulting pattern of coverage is very interesting, with roadside units deployed a circle pattern around the traffic epicenter.

1 April 2017 in Vehicular Communications
Verified
Journal Article
Closed access
Cristiano SilvaCristiano Silva
Cristiano Silva
FSFabricio A. Silva
Fabricio A. Silva
JSJoão F.M. Sarubbi
João F.M. Sarubbi
TOThiago R. Oliveira
Thiago R. Oliveira
WMWagner Meira
Wagner Meira
JNJose Marcos S. Nogueira
Jose Marcos S. Nogueira