Services for an intelligent transport system

• Grant number: 20/07162-0
• Support Opportunities: Regular Research Grants
• Start date: February 01, 2021
• End date: January 31, 2023
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computer Systems
• Principal Investigator: Rodolfo Ipolito Meneguette
• Grantee: Rodolfo Ipolito Meneguette
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• City of the host institution: São Carlos
• Associated researchers: Antonio Alfredo Ferreira Loureiro ; Edmundo Roberto Mauro Madeira ; Jó Ueyama
• Associated research grant(s): 22/00660-0 - Dynamic resource management for intelligent transportation system applications, AP.R SPRINT
• Associated scholarship(s): 22/00639-0 - Development of an intelligent transport system center, BP.TT; 21/05936-0 - Development of an intelligent transport system center, BP.TT

Abstract

The proposed research project aims to develop a new architecture for an intelligent transport system, in which it is able to provide a set of services capable of managing various technologies in order to assist in the transport system of a city allowing not only abstraction information regarding streets and highways, but also to enable the optimization of the flow of roads in a city. Thus, the project aims to capture vehicular as well as pedestrian information through mobile devices such as cell phones and tablets, increasing the capacity to exchange important information for managing a city's traffic. The project corresponds to the continuation of the research carried out with FAPESP, Regular mode number of process 15/11536-4, in which it aimed at the development of a framework aimed at vehicular networks to assist in the management of large cities. During this period, both the communication part between vehicles and a roadside infrastructure was investigated, as well as vehicle cloud resource management mechanisms as well as the emergence of new services for vehicle networks with the objective of assisting in the management of a city parking lot. , among other developed techniques and protocols. The research for this project is of a much larger scope, which aims to design solutions to various problems, such as: traffic, surveillance, etc. Scientific and technical innovations in this project aim to allow the improvement of services provided to citizens. For this purpose, this project has the collaboration of the Municipal Traffic and Urban Transport Secretariat as well as the support of some companies in the city. (AU)

Scientific publications

(24)

(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)

KAMOI, ROGER NOBUYUKI; PEREIRA JUNIOR, LOURENCO ALVES; NETO VERRI, FILIPE ALVES; CAVALHEIRO MARCONDES, CESAR AUGUSTO; GOMES FERREIRA, CARLOS HENRIQUE; MENEGUETTE, RODOLFO IPOLITO; DA CUNHA, ADILSON MARQUES. Platoon Grouping Network Offloading Mechanism for VANETs. IEEE ACCESS, v. 9, p. 53936-53951, 2021. (20/07162-0)

BONFIM, KENNISTON ARRAES; DUTRA, FERNANDO DA SILVA; TRAVAGINI SIQUEIRA, CARLOS EDUARDO; MENEGUETTE, RODOLFO IPOLITO; DOS SANTOS, ALDRI LUIZ; PEREIRA JUNIOR, LOURENCO ALVES. Federated Learning-based Architecture for Detecting Position Spoofing in Basic Safety Messages. 2023 IEEE 97TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2023-SPRING, v. N/A, p. 5-pg., 2023-01-01. (20/09850-0, 20/07162-0)

LIEIRA, DOUGLAS D.; QUESSADA, MATHEUS S.; DA COSTA, JOAHANNES B. D.; CERQUEIRA, EDUARDO; ROSARIO, DENIS; MENEGUETTE, RODOLFO, I; IEEE. TOVEC: Task Optimization Mechanism for Vehicular Clouds using Meta-heuristic Technique. IWCMC 2021: 2021 17TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), v. N/A, p. 6-pg., 2021-01-01. (18/16703-4, 20/07162-0)

MENEGUETTE, RODOLFO; DE GRANDE, ROBSON; UEYAMA, JO; ROCHA FILHO, GERALDO P.; MADEIRA, EDMUNDO. Vehicular Edge Computing: Architecture, Resource Management, Security, and Challenges. ACM COMPUTING SURVEYS, v. 55, n. 1, p. 46-pg., 2023-01-01. (20/07162-0, 18/17335-9)

DA COSTA, JOAHANNES B. D.; DE SOUZA, ALLAN M.; MENEGUETTE, RODOLFO I.; CERQUEIRA, EDUARDO; ROSARIO, DENIS; SOMMER, CHRISTOPH; VILLAS, LEANDRO. Mobility and Deadline-Aware Task Scheduling Mechanism for Vehicular Edge Computing. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v. N/A, p. 15-pg., 2023-05-31. (20/07162-0, 15/24494-8, 18/16703-4, 21/13780-0)

PEREIRA, RICKSON; BOUKERCHE, AZZEDINE; DA SILVA, MARCO A. C.; NAKAMURA, V, LUIS H.; FREITAS, HEITOR; FILHO, GERALDO P. ROCHA; MENEGUETTE, I, RODOLFO. FORESAM-FOG Paradigm-Based Resource Allocation Mechanism for Vehicular Clouds. SENSORS, v. 21, n. 15, AUG 2021. (20/07162-0)

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)

LIEIRA, DOUGLAS D.; QUESSADA, MATHEUS S.; CRISTIANI, ANDRE L.; DE GRANDE, ROBSON E.; MENEGUETTE, RODOLFO, I; IEEE COMP SOC. Mechanism for Optimizing Resource Allocation in VANETs Based on the PSO Bio-inspired Algorithm. 18TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2022), v. N/A, p. 8-pg., 2022-01-01. (20/07162-0)

BRENNAND, CELSO A. R. L.; MENEGUETTE, RODOLFO; FILHO, GERALDO P. ROCHA. FOXS-GSC-Fast Offset Xpath Service with HexagonS Communication. INFORMATICS-BASEL, v. 10, n. 3, p. 23-pg., 2023-09-01. (21/06210-3, 20/07162-0)

VALENTINI, EDIVALDO PASTORI; ROCHA FILHO, GERALDO PEREIRA; DE GRANDE, ROBSON EDUARDO; RANIERI, CAETANO MAZZONI; PEREIRA JUNIOR, LOURENCO ALVES; MENEGUETTE, RODOLFO IPOLITO. A Novel Mechanism for Misbehavior Detection in Vehicular Networks. IEEE ACCESS, v. 11, p. 14-pg., 2023-01-01. (21/06210-3, 13/07375-0, 20/07162-0, 21/10921-2)

FERRANTE, GABRIEL S.; NAKAMURA, LUIS H. V.; ANDRADE, FERNANDO R. H.; ROCHA FILHO, GERALDO P.; DE GRANDE, ROBSON E.; MENEGUETTE, RODOLFO I.; DECARVALHO, BM; GONCALVES, LMG. Brazilian Road's Animals (BRA): An Image Dataset of Most Commonly Run Over Animals. 2022 35TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2022), v. N/A, p. 6-pg., 2022-01-01. (20/07162-0)

FERRANTE, GABRIEL S.; RODRIGUES, FELIPE M.; ANDRADE, FERNANDO R. H.; GOULARTE, RUDINEI; MENEGUETTE, RODOLFO, I; CHEN, Y; LUDWIG, H; TU, Y; FAYYAD, U; ZHU, X; et al. Understanding the state of the Art in Animal detection and classification using computer vision technologies. 2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), v. N/A, p. 10-pg., 2021-01-01. (20/07162-0)

REYNA, ANA ROSALIA HUAMAN; FARFAN, ALEX JOSUE FLOREZ; FILHO, GERALDO P. ROCHA; SAMPAIO, SANDRA; DE GRANDE, ROBSON; NAKAMURA, LUIS HIDEO VASCONCELOS; MENEGUETTE, RODOLFO IPOLITO. MEDAVET: Traffic Vehicle Anomaly Detection Mechanism based on spatial and temporal structures in vehicle traffic. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 15, n. 1, p. 14-pg., 2024-01-01. (22/00660-0, 20/07162-0)

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)

FERRANTE, GABRIEL SOUTO; NAKAMURA, LUIS HIDEO VASCONCELOS; SAMPAIO, SANDRA; ROCHA FILHO, GERALDO PEREIRA; MENEGUETTE, RODOLFO IPOLITO. Evaluating YOLO architectures for detecting road killed endangered Brazilian animals. SCIENTIFIC REPORTS, v. 14, n. 1, p. 17-pg., 2024-01-16. (20/07162-0, 22/00660-0)

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)

LIEIRA, DOUGLAS D.; QUESSADA, MATHEUS S.; SAMPAIO, SANDRA; LOUREIRO, ANTONIO A. F.; MENEGUETTE, RODOLFO I.. An Evaluation of Bio-Inspired Resource Allocation Methods for Vehicular Edge Computing. IEEE COMMUNICATIONS MAGAZINE, v. 62, n. 5, p. 7-pg., 2024-05-01. (22/00660-0, 20/07162-0)

DE AZEVEDO, LEONILDO JOSE DE MELO; ESTRELLA, JULIO CEZAR; DELBEM, ALEXANDRE C. B.; MENEGUETTE, RODOLFO IPOLITO; REIFF-MARGANIEC, STEPHAN; DE ANDRADE, SIDGLEY CAMARGO. Analysis of Spatially Distributed Data in Internet of Things in the Environmental Context. SENSORS, v. 22, n. 5, p. 21-pg., 2022-03-01. (20/07162-0)

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)

BRITO, LUCAS A. V.; MENEGUETTE, RODOLFO I.; DE GRANDE, ROBSON E.; RANIERI, CAETANO M.; UEYAMA, JO. FLORAS: urban flash-flood prediction using a multivariate model. APPLIED INTELLIGENCE, v. N/A, p. 19-pg., 2022-12-02. (20/07162-0, 21/10921-2)

CAVALCANTE, IAGO C.; MENEGUETTE, RODOLFO, I; TORRES, RENATO H.; MANO, LEANDRO Y.; GONCALVES, VINICIUS P.; UEYAMA, JO; PESSIN, GUSTAVO; NZE, GEORGES D. AMVAME; ROCHA FILHO, GERALDO P.. Federated System for Transport Mode Detection. ENERGIES, v. 15, n. 23, p. 17-pg., 2022-12-01. (21/06210-3, 20/07162-0)

QUESSADA, MATHEUS S.; LIEIRA, DOUGLAS D.; DE GRANDE, ROBSON E.; MENEGUETTE, RODOLFO, I; IEEE COMP SOC. Towards Bat Bio-inspired Decision-making for Task Allocation in Vehicular Fogs. 18TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2022), v. N/A, p. 8-pg., 2022-01-01. (20/07162-0)

ANTUNES, EMERSON DE O.; CAETANO, MARCOS F.; MAROTTA, MARCELO A.; ARAUJO, ALETEIA; BONDAN, LUCAS; MENEGUETTE, RODOLFO, I; FILHO, GERALDO P. ROCHA. Optimized Solutions for Deploying a Militarized 4G/LTE Network With Maximum Coverage and Minimum Interference. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, v. 19, n. 3, p. 12-pg., 2022-09-01. (20/07162-0)

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)