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Mobility in urban computing: characterization, modeling and applications (MOBILIS)

Grant number: 18/23064-8
Support Opportunities:Research Projects - Thematic Grants
Duration: December 01, 2019 - November 30, 2024
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computer Systems
Convênio/Acordo: MCTI/MC
Principal Investigator:Antonio Alfredo Ferreira Loureiro
Grantee:Antonio Alfredo Ferreira Loureiro
Host Institution: Instituto de Ciências Exatas (ICEx). Universidade Federal de Minas Gerais (UFMG). Ministério da Educação (Brasil). Belo Horizonte , SP, Brazil
Pesquisadores principais:
( Atuais )		Alejandro César Frery Orgambide ; Altigran Soares da Silva ; André Carlos Ponce de Leon Ferreira de Carvalho ; Eduardo Coelho Cerqueira
Pesquisadores principais:
( Anteriores )		Leandro Aparecido Villas
Associated researchers: Ahmed Helmy ; Aline Carneiro Viana Iannone ; André Luiz da Costa Carvalho ; André Luiz Lins de Aquino ; Azzedine Boukerche ; Bruno Yuji Lino Kimura ; Daniel Ludovico Guidoni ; Denis Lima do Rosário ; Edmundo Roberto Mauro Madeira ; Fabio Kon ; Fabrício Aguiar Silva ; Heitor Soares Ramos Filho ; Horácio Antonio Braga Fernandes de Oliveira ; João Guilherme Maia de Menezes ; Jose Diaulas Palazzo Rolim ; Luca Foschini ; Luiz Fernando Bittencourt ; Mario Gerla ; Markus Endler ; Nelson Luis Saldanha da Fonseca ; Pedro Olmo Stancioli Vaz de Melo ; Raquel Aparecida de Freitas Mini ; Rossana Maria de Castro Andrade ; Thiago Henrique Silva

Abstract

Mobility plays a central role in various related activities we conduct, especially in work, commerce, industry and leisure. The study of mobility for different purposes (e.g., economics, public services, academic study) should be done in a systematic way since from the scientific point of view it is the most fundamental issue that must be studied, so proper solutions can be proposed. Thus, this project aims to investigate how the mobility of mobile entities occurs in urban environments in order to design algorithms, protocols, applications and services that are appropriate for both the scenario we currently have and smart cities. The Urban Computing Mobility Project: Characterization, Modeling and Applications (Mobilis) innovates and advances the state of the art by researching key issues individually and in an integrated way considering different aspects in a much broader way than we currently have. (AU)

Articles published in Agência FAPESP Newsletter about the research grant:
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Scientific publications (38)
(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)
CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. From Mobility Traces to Knowledge: Design Guidance for Intelligent Vehicular Networks. IEEE NETWORK, v. 34, n. 4, p. 227-233, . (18/23064-8, 15/24494-8)
CAMPOLINA, ANDRE; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. Context and Location Awareness in Eco-Driving Recommendations. NOMS 2020 - PROCEEDINGS OF THE 2020 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM 2020: MANAGEMENT IN THE AGE OF SOFTWARIZATION AND ARTIFICIAL INTELLIGENCE, v. N/A, p. 6-pg., . (18/23064-8, 15/24494-8)
PEREIRA, ALEXANDRA S.; BRAGA SILVA, THAIS R. M.; SILVA, FABRICIO A.; CORREIA, LUIZ H. A.; LOUREIRO, ANTONIO A. F.; IEEE COMP SOC. A Workflow to Detect Traffic Events Using Multiple Algorithms and Data Sources. 17TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2021), v. N/A, p. 7-pg., . (18/23064-8, 15/24494-8)
DE SOUSA, RONIEL S.; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. Vehicle Trajectory Similarity: Models, Methods, and Applications. ACM COMPUTING SURVEYS, v. 53, n. 5, . (18/23064-8, 15/24494-8)
GUIDONI, DANIEL L.; MAIA, GUILHERME; SOUZA, FERNANDA S. H.; VILLAS, LEANDRO A.; LOUREIRO, ANTONIO A. F.. Vehicular Traffic Management Based on Traffic Engineering for Vehicular Ad Hoc Networks. IEEE ACCESS, v. 8, p. 45167-45183, . (18/23064-8, 15/24494-8)
CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. Mobility Trace Analysis for Intelligent Vehicular Networks: Methods, Models, and Applications. ACM COMPUTING SURVEYS, v. 54, n. 3, . (18/23064-8, 15/24494-8)
BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE. IoDAGR: An Airway-based Geocast Routing Protocol for Internet of Drones. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), v. N/A, p. 6-pg., . (15/24494-8, 18/23064-8)
CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. MOP: A Novel Mobility-Aware Opportunistic Routing Protocol for Connected Vehicles. 2020 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), v. N/A, p. 6-pg., . (15/24494-8, 18/23064-8)
CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. On the Design of Bus-Based Vehicular Networks: Mobility Generation and Data Dissemination. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), v. N/A, p. 6-pg., . (15/24494-8, 18/23064-8)
DE MATTOS, EKLER PAULINO; DOMINGUES, AUGUSTO C. S. A.; SILVA, FABRICIO A.; RAMOS, HEITOR S.; LOUREIRO, ANTONIO A. F.. Slicing who slices: Anonymization quality evaluation on deployment, privacy, and utility in mix-zones. Computer Networks, v. 236, p. 19-pg., . (18/23064-8, 23/00721-1)
DE SOUSA, RONIEL S.; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. A distributed and low-overhead traffic congestion control protocol for vehicular ad hoc networks. COMPUTER COMMUNICATIONS, v. 159, p. 258-270, . (18/23064-8, 15/24494-8)
DE SOUSA, RONIEL S.; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. On the prediction of large-scale road-network constrained trajectories. Computer Networks, v. 206, p. 13-pg., . (18/23064-8, 15/24494-8)
DOMINGUES, AUGUSTO C. S. A.; SANTANA, HENRIQUE DE SOUZA; SILVA, FABRICIO A.; DE MELO, PEDRO O. S. VAZ; LOUREIRO, ANTONIO A. F.. SocialRoute: A low-cost opportunistic routing strategy based on social contacts. Ad Hoc Networks, v. 135, p. 15-pg., . (18/23064-8, 15/24494-8)
RODRIGUES, DIEGO O.; BRAUN, TORSTEN; MAIA, GUILHERME; VILLAS, LEANDRO; IEEE. Mobility-aware Software-Defined Service-Centric Networking. 2022 31ST INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2022), v. N/A, p. 10-pg., . (20/05121-4, 18/23064-8, 18/19639-5, 15/24494-8, 18/12447-3)
RODRIGUES, DIEGO O.; BRAUN, TORSTEN; MAIA, GUILHERME; VILLAS, LEANDRO; IEEE. Towards SDN-enabled RACH-less Make-before-break Handover in C-V2X Scenarios. 2021 17TH INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS (WIMOB 2021), v. N/A, p. 8-pg., . (20/05121-4, 20/11259-9, 18/23064-8, 18/19639-5, 15/24494-8, 18/12447-3)
SVAIGEN, ALISSON R.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE. A Topological Dummy-based Location Privacy Protection Mechanism for the Internet of Drones. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), v. N/A, p. 6-pg., . (18/23064-8, 15/24494-8)
SANTOS, FRANCES A.; SILVA, THIAGO H.; LOUREIRO, ANTONIO A. F.; VILLAS, LEANDRO A.. Automatic extraction of urban outdoor perception from geolocated free texts. SOCIAL NETWORK ANALYSIS AND MINING, v. 10, n. 1, p. 23-pg., . (18/23064-8, 18/23011-1)
BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE. Position-based Routing Protocol for Software-Defined Internet of Drones. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), v. N/A, p. 6-pg., . (15/24494-8, 18/23064-8)
DE SOUSA, RONIEL SOARES; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.. A Novel Scalable Framework to Reconstruct Vehicular Trajectories From Unreliable GPS Datasets. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v. N/A, p. 12-pg., . (18/23064-8, 15/24494-8)
BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. IoDMix: A novel routing protocol for Delay-Tolerant Internet of Drones integration in Intelligent Transportation System. Ad Hoc Networks, v. 148, p. 12-pg., . (18/23064-8, 15/24494-8)
DINIZ, GABRIEL R.; CUNHA, FELIPE D.; LOUREIRO, ANTONIO A. F.; IEEE. Improving the Vehicular Mobility Analysis Using Time-Varying Graphs. 16TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2020), v. N/A, p. 8-pg., . (18/23064-8, 15/24494-8)
RODRIGUES, DIEGO O.; DE SOUZA, ALLAN M.; BRAUN, TORSTEN; MAIA, GUILHERME; LOUREIRO, ANTONIO A. F.; VILLAS, LEANDRO A.. Service Provisioning in Edge-Cloud Continuum: Emerging Applications for Mobile Devices. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 14, n. 1, p. 36-pg., . (18/12447-3, 15/24494-8, 18/19639-5, 18/23064-8, 20/11259-9)
ARAUJO, MARCELO C.; SOUSA, BRUNO; CURADO, MARILIA; BITTENCOURT, LUIZ F.; IEEE. CMFog: Proactive Content Migration Using Markov Chain and MADM in Fog Computing. 2020 IEEE/ACM 13TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING (UCC 2020), v. N/A, p. 10-pg., . (18/23064-8, 15/24494-8)
SVAIGEN, ALISSON R.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE. MixRide: An Energy-Aware Location Privacy Protection Mechanism for the Internet of Drones. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), v. N/A, p. 6-pg., . (18/23064-8, 15/24494-8)
CAPANEMA, CLAUDIO G. S.; DE OLIVEIRA, GUILHERME S.; SILVA, FABRICIO A.; SILVA, THAIS R. M. B.; LOUREIRO, ANTONIO A. F.. Combining recurrent and Graph Neural Networks to predict the next place's category. Ad Hoc Networks, v. 138, p. 15-pg., . (18/23064-8, 15/24494-8)
RODRIGUES, DIEGO O.; MAIA, GUILHERME; BRAUN, TORSTEN; LOUREIRO, ANTONIO A. F.; PEIXOTO, MAYCON L. M.; VILLAS, LEANDRO A.. Exploring Hybrid-Multimodal Routing to Improve User Experience in Urban Trips. APPLIED SCIENCES-BASEL, v. 11, n. 10, . (18/23064-8, 18/23126-3, 18/19639-5, 18/12447-3, 15/24494-8, 20/11259-9)
SVAIGEN, ALISSON R.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. BioMixD: A Bio-Inspired and Traffic-Aware Mix Zone Placement Strategy for Location Privacy on the Internet of Drones. COMPUTER COMMUNICATIONS, v. 195, p. 13-pg., . (15/24494-8, 18/23064-8)
AMICHI, LICIA; CARNEIRO, ALINE VIANA; CROVELLA, MARK; LOUREIRO, ANTONIO. Revealing an Inherently Limiting Factor in Human Mobility Prediction. IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, v. 11, n. 3, p. 15-pg., . (18/23064-8)
BERNARDES, GABRIEL F. L. R.; ISHIBASHI, ROGERIO; IVO, ANDRE A. S.; ROSSET, VALERIO; KIMURA, BRUNO Y. L.. Prototyping low-cost automatic weather stations for natural disaster monitoring. DIGITAL COMMUNICATIONS AND NETWORKS, v. 9, n. 4, p. 16-pg., . (15/18808-0, 18/23064-8, 19/23382-2)
BORGES, JOAO B.; RAMOS, HEITOR S.; LOUREIRO, ANTONIO A. F.. A Classification Strategy for Internet of Things Data Based on the Class Separability Analysis of Time Series Dynamics. ACM TRANSACTIONS ON INTERNET OF THINGS, v. 3, n. 3, p. 30-pg., . (15/24494-8, 18/23064-8, 20/05121-4)
SVAIGEN, ALISSON R.; BINE, LAILLA M. S.; PAPPA, GISELE L.; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE COMP SOC. Automatic Drone Identification Through Rhythm-based Features for the Internet of Drones. 2021 IEEE 33RD INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2021), v. N/A, p. 5-pg., . (18/23064-8, 15/24494-8)
BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.; IEEE COMP SOC. IoDSCF: A Store-Carry-Forward Routing Protocol for joint Bus Networks and Internet of Drones. 2022 IEEE 42ND INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2022), v. N/A, p. 11-pg., . (15/24494-8, 18/23064-8)
PACHECO, LUCAS; OLIVEIRA, HELDER; ROSARIO, DENIS; ZHAO, ZHONGLIANG; CERQUEIRA, EDUARDO; BRAUN, TORSTEN; MENDES, PAULO; IEEE COMP SOC. Towards the Future of Edge Computing in the Sky: Outlook and Future Directions. 17TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2021), v. N/A, p. 8-pg., . (18/23064-8)
CELES, CLAYSON; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. Revealing and Modeling Vehicular Micro Clouds Characteristics in a Large-Scale Mobility Trace. IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), v. N/A, p. 6-pg., . (18/23064-8, 15/24494-8)
KIMURA, BRUNO Y. L.; LIMA, DEMETRIUS C. S. F.; LOUREIRO, ANTONIO A. F.. Packet Scheduling in Multipath TCP: Fundamentals, Lessons, and Opportunities. IEEE SYSTEMS JOURNAL, v. 15, n. 1, p. 1445-1457, . (15/24494-8, 15/18808-0, 18/23064-8)
DE MATTOS, EKLER P.; DOMINGUES, AUGUSTO C. S. A.; SANTOS, BRUNO P.; RAMOS, HEITOR S.; LOUREIRO, ANTONIO A. F.. The Impact of Mobility on Location Privacy: A Perspective on Smart Mobility. IEEE SYSTEMS JOURNAL, v. 16, n. 4, p. 12-pg., . (20/05121-4, 18/23064-8)
DE SOUSA, RONIEL S.; BOUKERCHE, AZZEDINE; LOUREIRO, ANTONIO A. F.; IEEE. A Map Matching Based Framework to Reconstruct Vehicular Trajectories from GPS Datasets. ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), v. N/A, p. 6-pg., . (18/23064-8, 15/24494-8)
BINE, LAILLA M. S.; BOUKERCHE, AZZEDINE; RUIZ, LINNYER B.; LOUREIRO, ANTONIO A. F.. A Novel Ant Path for Internet of Drones. Computer Networks, v. 235, p. 12-pg., . (18/23064-8, 15/24494-8)

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