Algorithms and protocols for intelligent transportation systems

• Grant number: 20/05126-6
• Support Opportunities: Regular Research Grants
• Start date: February 01, 2021
• End date: July 31, 2023
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computer Systems
• Agreement: MCTI/MC
• Principal Investigator: Daniel Ludovico Guidoni
• Grantee: Daniel Ludovico Guidoni
• Host Institution: Pró-Reitoria de Pesquisa, Pós-Graduação e Inovação. Universidade Federal de Ouro Preto (UFOP). Ministério da Educação (Brasil). Ouro Preto , SP, Brazil
• Associated researchers: Antonio Alfredo Ferreira Loureiro ; Fernanda Sumika Hojo de Souza ; Jó Ueyama ; Leandro Aparecido Villas

Abstract

The disorderly growth of large urban centers has caused serious socioeconomic and structural problems for the population. These problems contribute to the increase in social inequalities and to a significant stress on the structure of cities. Over the years, problems related to vehicular traffic have increased due to the increase in vehicles in circulation and the large concentration of people in the same region. In this context, intelligent transport systems are an essential part to improve urban mobility. The objectives of this project are (i) To propose applications and services for the management of urban traffic using the communication capacity of vehicles; (ii) to propose algorithms for depositing auxiliary infrastructure in urban centers; and (iii) to propose management services for the of urban mobility integrated with the planning and deposition of an auxiliary processing/communication infrastructure. The proposed solutions will address research problems related to urban mobility analysis, communication protocols in urban, road environments and considering different scenarios. It will also address the planning and placement of auxiliary communication infrastructure as well as the integration of different communication services and infrastructures to improve the quality of applications for Intelligent Transport Systems. (AU)

Scientific publications

(10)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

DA SILVA, CRISTIANO MACIEL; SARUBBI, JOAO FERNANDO MACHRY; MOKHTARI, SOMAYEH; DOS SANTOS, LEONARDO ALVARENGA LOPES; SILVA, LUCAS DINIZ; DE SOUZA, FERNANDA SUMIKA HOJO; GUIDONI, DANIEL LUDOVICO; NOGUEIRA, JOSE MARCOS SILVA. RAGE: A novel strategy for solving non-polynomial problems through the random generation of solutions and incremental reduction of the number of candidates: A case study applied to the design of the network infrastructure for connected vehicles. EXPERT SYSTEMS WITH APPLICATIONS, v. 213, p. 16-pg., 2023-03-01. (20/05126-6)

ANDREAZI, GABRIEL TOMIATTI; ESTRELLA, JULIO CEZAR; BRUSCHI, SARITA MAZZINI; IMMICH, ROGER; GUIDONI, DANIEL; ALVES PEREIRA JUNIOR, LOURENCO; MENEGUETTE, RODOLFO IPOLITO. MoHRiPA-An Architecture for Hybrid Resources Management of Private Cloud Environments. SENSORS, v. 21, n. 20, OCT 2021. (20/07162-0, 13/07375-0, 11/09524-7, 20/05126-6)

GOMIDES, THIAGO S.; DE GRANDE, ROBSON E.; MENEGUETTE, RODOLFO I.; DE SOUZA, FERNANDA S. H.; GUIDONI, DANIEL L.. Predictive Congestion Control based on Collaborative Information Sharing for Vehicular Ad hoc Networks. Computer Networks, v. 211, p. 14-pg., 2022-07-05. (20/07162-0, 20/05126-6)

RIBEIRO, AGUIMAR, JR.; ROCHA FILHO, GERALDO P.; GUIDONI, DANIEL L.; DE GRANDE, ROBSON E.; SAMPAIO, SANDRA; MENEGUETTE, RODOLFO I.; IEEE. A Shapley Value-based Strategy for Resource Allocation in Vehicular Clouds. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), v. N/A, p. 6-pg., 2022-01-01. (21/06210-3, 20/07162-0, 20/05126-6, 22/00660-0)

SILVA, CRISTIANO M.; SUMIKA, FERNANDA; GUIDONI, DANIEL LUDOVICO; LOPES SANTOS, LEONARDO ALVARENGA; MACHRY SARUBBI, JOAO FERNANDO; MOKHTARI, SOMAYEH; RODRIGUES SANTOS, MATHEUS F.; SILVA NOGUEIRA, JOSE MARCOS; VARGA, P; GRANVILLE, LZ; et al. Solving Combinatorial Problems via the Random Exploration of the Search Space: An Experimental Approach for Fast Decision Making. PROCEEDINGS OF THE IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM 2022, v. N/A, p. 4-pg., 2022-01-01. (20/05126-6)

GUIDONI, DANIEL L.; GOTTSFRITZ, EUCLYDES N.; MENEGUETTE, RODOLFO I.; SILVA, CRISTIANO M.; ROCHA FILHO, GERALDO P.; SOUZA, FERNANDA SUMIKA H.. Toward an Efficient Data Dissemination Protocol for Vehicular Ad-Hoc Networks. IEEE ACCESS, v. 10, p. 12-pg., 2022-01-01. (20/07162-0, 20/05126-6)

SILVA, CRISTIANO M.; DE SOUZA, FERNANDA S. H.; PITSILLIDES, ANDREAS; GUIDONI, DANIEL L.. Solutions for the Deployment of Communication Roadside Infrastructure for Streaming Delivery in Vehicular Networks. Journal of Network and Systems Management, v. 29, n. 3, JUL 2021. (20/05126-6)

DE OLIVEIRA, JONATHAS A.; GONCALVES, VINICIUS P.; MENEGUETTE, RODOLFO I.; DE SOUSA JR, RAFAEL T.; GUIDONI, DANIEL L.; OLIVEIRA, JOSE C. M.; FILHO, GERALDO P. ROCHA. F-NIDS - A Network Intrusion Detection System based on federated learning. Computer Networks, v. 236, p. 14-pg., 2023-11-01. (21/06210-3, 20/05126-6)

RIBEIRO JR, AGUIMAR; DA COSTA, JOAHANNES B. D.; ROCHA FILHO, GERALDO P.; VILLAS, LEANDRO A.; GUIDONI, DANIEL L.; SAMPAIO, SANDRA; MENEGUETTE, RODOLFO I.. HARMONIC: Shapley values in market games for resource allocation in vehicular clouds. Ad Hoc Networks, v. 149, p. 14-pg., 2023-06-20. (21/06210-3, 20/05126-6, 22/00660-0, 18/16703-4)

S. GOMIDES, THIAGO; E. DE GRANDE, ROBSON; S. PEREIRA, RICKSON; I. MENEGUETTE, RODOLFO; S.H. DE SOUZA, FERNANDA; L. GUIDONI, DANIEL. An Urban Traffic Management System based on Vehicle Cooperation. IEEE Latin America Transactions, v. 21, n. 3, p. 9-pg., 2023-03-01. (20/07162-0, 20/05126-6)