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Tecnologias habilitadores para a Internet das Coisas

Processo:18/12579-7
Modalidade de apoio:Auxílio à Pesquisa - Temático
Data de Início da vigência: 01 de maio de 2019
Data de Término da vigência: 30 de abril de 2023
Área do conhecimento:Engenharias - Engenharia Elétrica - Telecomunicações
Acordo de Cooperação: ANR
Pesquisador responsável:Vitor Heloiz Nascimento
Beneficiário:Vitor Heloiz Nascimento
Pesquisador Responsável no exterior:Elena Veronica BELMEGA
Instituição Parceira no exterior: Ecole Nationale Supérieure de l'Électronique et de ses Applications (ENSEA) , França
Instituição Sede: Escola Politécnica (EP). Universidade de São Paulo (USP). São Paulo , SP, Brasil
Município da Instituição Sede:São Paulo
Pesquisadores principais:
Cíntia Borges Margi ; Rodrigo Caiado de Lamare
Pesquisadores associados:Cassio Guimaraes Lopes ; Lukas Tobias Nepomuk Landau ; Miguel Arjona Ramírez
Bolsa(s) vinculada(s):20/10289-1 - Super-resolução adaptativa em imagens para monitoramento de saúde estrutural (SHM), BP.IC
19/19387-9 - Técnicas de processamento de sinais em beamforming e esquemas de codificação em sistemas de comunicações de IoT, BP.PD
Assunto(s):Processamento de sinais 
Palavra(s)-Chave do Pesquisador:coarse quantization | distributed learning | energy-efficient communications | Internet of Things | Sensor Networks | Signal Processing

Resumo

Redes de dispositivos interconectados estão no âmago de diversas tecnologias-chave futuras, como controle distribuído para veículos autônomos, redes de sensores para monitoramento estrutural, e para cidades inteligentes. Além de confiabilidade, todas essas aplicações têm requisitos estritos em termos de eficiência energética, segurança, latência e auto-otimização, e requerem tecnologias habilitadores inovadoras. O recente conceito de Internet das Coisas (IoT, na sigla em inglês), imaginado para conectar bilhões de 'coisas' sem fio (sensores sem fio, dispositivos que podem ser carregados com os usuários, biochips, etc) numa vasta rede com características drasticamente diferentes, deixou de ser uma visão futurística para nos últimos anos estar cada vez mais próximo de se tornar realidade. O projeto ELIOT vem no momento certo para atacar todos os principais desafios acima. (AU)

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Publicações científicas (49)
(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)
MELO, DIANA M., V; LANDAU, LUKAS T. N.; RIBEIRO, LUCAS N.; HAARDT, MARTIN; MATTHEWS, MB. Iterative MMSE Space-Time Zero-Crossing Precoding for Channels With 1-Bit Quantization and Oversampling. 2020 54TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, v. N/A, p. 5-pg., . (18/12579-7)
FEITOSA, ALLAN E.; NASCIMENTO, VITOR H.; LOPES, CASSIO G.; IEEE. LOW COMPLEXITY DISTRIBUTED ESTIMATION FOR IoT SENSOR NETWORKS. 2021 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), v. N/A, p. 5-pg., . (18/12579-7, 18/26040-2)
FERNANDES, ANA BEATRIZ L. B.; LANDAU, LUKAS T. N.; IEEE. COMPARATOR NETWORK AIDED CHANNEL ESTIMATION AND ACHIEVABLE RATES FOR MIMO RECEIVERS WITH 1-BIT QUANTIZATION. 2021 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), v. N/A, p. 5-pg., . (18/12579-7)
EL HASSANI, HAJAR; SAVARD, ANNE; BELMEGA, E. VERONICA; IEEE. ENERGY-EFFICIENT 1-BIT FEEDBACK NOMA IN WIRELESS NETWORKS WITH NO CSIT/CDIT. 2021 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), v. N/A, p. 5-pg., . (18/12579-7)
COELHO, RODRIGO M.; LOPES, CCISSIO G.; FERRO, HUMBERTO F.; IEEE. ADAPTIVE IIR DIFFUSION NETWORKS FOR IOT APPLICATIONS. 2021 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), v. N/A, p. 5-pg., . (18/12579-7)
DE SOUZA, WILLIAM MARCIEL; BUSS, LEWIS FLETCHER; CANDIDO, DARLAN DA SILVA; CARRERA, JEAN-PAUL; LI, SABRINA; ZAREBSKI, ALEXANDER E.; PEREIRA, RAFAEL HENRIQUE MORAES; PRETE, JR., CARLOS A.; DE SOUZA-SANTOS, ANDREZA ARUSKA; PARAG, KRIS V.; et al. Epidemiological and clinical characteristics of the COVID-19 epidemic in Brazil. NATURE HUMAN BEHAVIOUR, v. 4, n. 8, . (17/13981-0, 19/24251-9, 18/12579-7, 18/14389-0)
MELO, DIANA M., V; LANDAU, LUKAS T. N.; RIBEIRO, LUCAS N.; HAARDT, MARTIN; IEEE. TIME-INSTANCE ZERO-CROSSING PRECODING WITH QUALITY-OF-SERVICE CONSTRAINTS. 2021 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), v. N/A, p. 5-pg., . (18/12579-7)
DE ALENCAR, RODRIGO R. M.; LANDAU, LUKAS T. N.; IEEE. CONTINUOUS PHASE MODULATION WITH 1-BIT QUANTIZATION USING ADAPTIVE OVERSAMPLING. 2021 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), v. N/A, p. 5-pg., . (18/12579-7)
DE ALENCAR, RODRIGO R. M.; LANDAU, LUKAS T. N.; DE LAMARE, RODRIGO C.. Continuous phase modulation with 1-bit quantization and oversampling using iterative detection and decoding. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, v. 2020, n. 1, . (15/24499-0, 18/12579-7)
ALVES, RENAN C. A.; OLIVEIRA, DORIEDSON A. G.; NUNEZ SEGURA, GUSTAVO A.; MARGI, CINTIA B.. The Cost of Software-Defining Things: A Scalability Study of Software-Defined Sensor Networks. IEEE ACCESS, v. 7, p. 115093-115108, . (18/11295-5, 18/12579-7, 16/21088-1)
MITEV, MIROSLAV; CHORTI, ARSENIA; BELMEGA, E. VERONICA; POOR, H. VINCENT. Protecting Physical Layer Secret Key Generation from Active Attacks. Entropy, v. 23, n. 8, . (18/12579-7)
BELMEGA, E. VERONICA; MERTIKOPOULOS, PANAYOTIS; NEGREL, ROMAIN; IEEE. Online convex optimization in wireless networks and beyond: The feedback-performance trade-off. 2022 20TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC, AND WIRELESS NETWORKS (WIOPT 2022), v. N/A, p. 8-pg., . (18/12579-7)
EL HASSANI, HAJAR; SAVARD, ANNE; BELMEGA, E. VERONICA; DE LAMARE, RODRIGO C.; IEEE. Energy-Efficient Cooperative Backscattering Closed-Form Solution for NOMA. 2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), v. N/A, p. 6-pg., . (18/12579-7)
FERNANDES, ANA BEATRIZ L. B.; SHAO, ZHICHAO; LANDAU, LUKAS T. N.; DE LAMARE, RODRIGO C. C.. Multiuser-MIMO Systems Using Comparator Network-Aided Receivers With 1-Bit Quantization. IEEE TRANSACTIONS ON COMMUNICATIONS, v. 71, n. 2, p. 15-pg., . (18/12579-7)
LOPES, CASSIO GUIMARAES; NASCIMENTO, VITOR HELOIZ; CHAMON, LUIZ F. O.. Distributed Universal Adaptive Networks. IEEE TRANSACTIONS ON SIGNAL PROCESSING, v. 71, p. 16-pg., . (18/12579-7)
BENATIA, YACINE; SAVARD, ANNE; NEGREL, ROMAIN; BELMEGA, E. VERONICA; IEEE. Unsupervised deep learning to solve power allocation problems in cognitive relay networks. 2022 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), v. N/A, p. 6-pg., . (18/12579-7)
LOPES, ERICO S. P.; LANDAU, LUKAS T. N.. Discrete MMSE Precoding for Multiuser MIMO Systems With PSK Modulation. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v. 21, n. 10, p. 15-pg., . (18/12579-7)
FEITOSA, ALLAN E.; NASCIMENTO, VITOR H.; LOPES, CASSIO G.; IEEE. A LOW-COMPLEXITY MAP DETECTOR FOR DISTRIBUTED NETWORKS. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, v. N/A, p. 5-pg., . (18/12579-7, 18/26040-2)
EL HASSANI, HAJAR; SAVARD, ANNE; BELMEGA, E. VERONICA; DE LAMARE, RODRIGO C.; IEEE. Energy-Efficient Solutions in Two-user Downlink NOMA Systems Aided by Ambient Backscattering. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), v. N/A, p. 6-pg., . (18/12579-7)
EL HASSANI, HAJAR; SAVARD, ANNE; BELMEGA, E. VERONICA; IEEE. A closed-form solution for energy-efficiency optimization in multi-user downlink NOMA. 2020 IEEE 31ST ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (IEEE PIMRC), v. N/A, p. 5-pg., . (18/12579-7)
LOPES, ERICO S. P.; LANDAU, LUKAS T. N.. Optimal Precoding for Multiuser MIMO Systems With Phase Quantization and PSK Modulation via Branch-and-Bound. IEEE WIRELESS COMMUNICATIONS LETTERS, v. 9, n. 9, p. 5-pg., . (18/12579-7)
MOHAMMADZADEH, SAEED; NASCIMENTO, VITOR HELOIZ; DE LAMARE, RODRIGO C.; KUKRER, OSMAN. Covariance Matrix Reconstruction Based on Power Spectral Estimation and Uncertainty Region for Robust Adaptive Beamforming. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, v. 59, n. 4, p. 11-pg., . (18/12579-7, 19/19387-9)
MOHAMMADZADEH, SAEED; NASCIMENTO, VITOR H.; DE LAMARE, RODRIGO C.; KUKRER, OSMAN. Robust Adaptive Beamforming Based on Low-Complexity Discrete Fourier Transform Spatial Sampling. IEEE ACCESS, v. 9, p. 84845-84856, . (18/12579-7, 19/19387-9)
PINHEIRO, FELINE CHAUD; LOPES, CASSIO GUIMARAES. A Low-Complexity Nonlinear Least Mean Squares Filter Based on a Decomposable Volterra Model. IEEE TRANSACTIONS ON SIGNAL PROCESSING, v. 67, n. 21, p. 5463-5478, . (18/12579-7)
HAJAROLASVADI, NOUSHIN; RAMIREZ, MIGUEL ARJONA; BECCARO, WESLEY; DEMIREL, HASAN. Generative Adversarial Networks in Human Emotion Synthesis: A Review. IEEE ACCESS, v. 8, p. 218499-218529, . (19/07665-4, 18/12579-7, 18/26455-8)
MARCASTEL, ALEXANDRE; BELMEGA, ELENA VERONICA; MERTIKOPOULOS, PANAYOTIS; FIJALKOW, INBAR. Online Power Optimization in Feedback-Limited, Dynamic and Unpredictable IoT Networks. IEEE TRANSACTIONS ON SIGNAL PROCESSING, v. 67, n. 11, p. 2987-3000, . (18/12579-7)
BARBOSA, RODRIGO CARVALHO; AYUB, MUHAMMAD SHOAIB; ROSA, RENATA LOPES; RODRIGUEZ, DEMOSTENES ZEGARRA; WUTTISITTIKULKIJ, LUNCHAKORN. Lightweight PVIDNet: A Priority Vehicles Detection Network Model Based on Deep Learning for Intelligent Traffic Lights. SENSORS, v. 20, n. 21, . (19/07665-4, 18/26455-8, 18/12579-7)
PRETE JR, CARLOS A.; NASCIMENTO, VITOR H.; LOPES, CASSIO G.. Optimal Passive Source Localization for Acoustic Emissions. Entropy, v. 23, n. 12, . (19/21858-0, 18/12579-7)
CLASER, RAFFAELLO; NASCIMENTO, VITOR H.. On the Tracking Performance of Adaptive Filters and Their Combinations. IEEE TRANSACTIONS ON SIGNAL PROCESSING, v. 69, p. 3104-3116, . (18/12579-7)
EL HASSANI, HAJAR; SAVARD, ANNE; BELMEGA, E. VERONICA. Adaptive NOMA in Time-Varying Wireless Networks With No CSIT/CDIT Relying on a 1-Bit Feedback. IEEE WIRELESS COMMUNICATIONS LETTERS, v. 10, n. 4, p. 750-754, . (18/12579-7)
LOPES, ERICO S. P.; LANDAU, LUKAS T. N.. MMSE Symbol Level Precoding Under a Per Antenna Power Constraint for Multiuser MIMO Systems With PSK Modulation. IEEE WIRELESS COMMUNICATIONS LETTERS, v. 11, n. 11, p. 5-pg., . (18/12579-7)
MOHAMMADZADEH, SAEED; NASCIMENTO, VITOR H.; DE LAMARE, RODRIGO C.; KUKRER, OSMAN. Maximum Entropy-Based Interference-Plus-Noise Covariance Matrix Reconstruction for Robust Adaptive Beamforming. IEEE SIGNAL PROCESSING LETTERS, v. 27, p. 845-849, . (19/19387-9, 18/12579-7)
MILITANI, DAVI RIBEIRO; DE MORAES, HERMES PIMENTA; ROSA, RENATA LOPES; WUTTISITTIKULKIJ, LUNCHAKORN; RAMIREZ, MIGUEL ARJONA; RODRIGUEZ, DEMOSTENES ZEGARRA. Enhanced Routing Algorithm Based on Reinforcement Machine Learning-A Case of VoIP Service. SENSORS, v. 21, n. 2, . (19/07665-4, 18/26455-8, 18/12579-7)
AOYAGI, THIAGO Y.; FERREIRA, ALEXANDRE C.; LOPES, CASSIO G.; NASCIMENTO, VITOR H.; IEEE. EXPLORING UNDERMODELING IN COMBINATIONS OF ADAPTIVE FILTERS. 2021 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), v. N/A, p. 5-pg., . (18/12579-7)
MITEV, MIROSLAV; CHORTI, ARSENIA; REED, MARTIN; MUSAVIAN, LEILA. Authenticated secret key generation in delay-constrained wireless systems. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, v. 2020, n. 1, . (18/12579-7)
MOHAMMADZADEH, SAEED; NASCIMENTO, VITOR H.; DE LAMARE, RODRIGO C.; KUKRER, OSMAN; IEEE. ROBUST ADAPTIVE BEAMFORMING BASED ON POWER METHOD PROCESSING AND SPATIAL SPECTRUM MATCHING. 2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), v. N/A, p. 5-pg., . (19/19387-9, 18/12579-7)
ZAYYANI, HADI; ORUJI, FATEMEH; FIJALKOW, INBAR. An Adversary-Resilient Doubly Compressed Diffusion LMS Algorithm for Distributed Estimation. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, v. N/A, p. 24-pg., . (18/12579-7)
SEGURA, GUSTAVO A. NUNEZ; CHORTI, ARSENIA; MARGI, CINTIA BORGES. Centralized and Distributed Intrusion Detection for Resource-Constrained Wireless SDN Networks. IEEE INTERNET OF THINGS JOURNAL, v. 9, n. 10, p. 13-pg., . (18/12579-7)
MOHAMMADZADEH, SAEED; NASCIMENTO, VITOR H.; DE LAMARE, RODRIGO C.; HAJAROLASVADI, NOUSHIN. Robust Beamforming Based on Complex-Valued Convolutional Neural Networks for Sensor Arrays. IEEE SIGNAL PROCESSING LETTERS, v. 29, p. 5-pg., . (19/19387-9, 18/12579-7)
MOHAMMADZADEH, SAEED; NASCIMENTO, VITOR H.; DE LAMARE, RODRIGO C.; KUKRER, OSMAN. Robust adaptive b eamforming base d on virtual sensors using low-complexity spatial sampling. Signal Processing, v. 188, . (18/12579-7)
SHAO, ZHICHAO; LANDAU, LUKAS T. N.; DE LAMARE, RODRIGO C.. ynamic Oversampling for 1-Bit ADCs in Large-Scale Multiple-Antenna System. IEEE TRANSACTIONS ON COMMUNICATIONS, v. 69, n. 5, p. 3423-3435, . (18/12579-7, 15/24499-0)
FARIA, NUNO R.; MELLAN, THOMAS A.; WHITTAKER, CHARLES; CLARO, INGRA M.; CANDIDO, DARLAN DA S.; MISHRA, SWAPNIL; CRISPIM, MYUKI A. E.; SALES, FLAVIA C.; HAWRYLUK, IWONA; MCCRONE, JOHN T.; et al. Genomics and epidemiology of the P.1 SARS-CoV-2 lineage in Manaus, Brazil. Science, v. 372, n. 6544, p. 815+, . (20/04558-0, 19/21568-1, 19/21301-5, 18/14389-0, 17/13981-0, 20/04272-9, 18/25468-9, 16/18445-7, 19/21858-0, 18/17176-8, 19/12000-1, 19/07544-2, 18/12579-7, 19/24251-9)
NEUHAUS, PETER; MELO, DIANA M., V; LANDAU, LUKAS T. N.; DE LAMARE, RODRIGO C.; FETTWEIS, GERHARD; EURASIP. Zero-Crossing Modulations for a Multi-User MIMO Downlink with 1-Bit Temporal Oversampling ADCs. 29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021), v. N/A, p. 5-pg., . (18/12579-7)
MITEV, MIROSLAV; CHORTI, ARSENIA; BELMEGA, E. VERONICA; REED, MARTIN; IEEE. Man-in-the-Middle and Denial of Service Attacks in Wireless Secret Key Generation. 2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), v. N/A, p. 6-pg., . (18/12579-7)
MITEV, MIROSLAV; CHORTI, ARSENIA; REED, MARTIN; IEEE. Subcarrier Scheduling for Joint Data Transfer and Key Generation Schemes in Multicarrier Systems. 2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), v. N/A, p. 6-pg., . (18/12579-7)
MELO, DIANA M. V.; LANDAU, LUKAS T. N.; DE LAMARE, RODRIGO C.; NEUHAUS, PETER F.; FETTWEIS, GERHARD P.. Zero-Crossing Precoding Techniques for Channels With 1-Bit Temporal Oversampling ADCs. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v. 22, n. 8, p. 16-pg., . (18/12579-7)
EL HASSANI, HAJAR; SAVARD, ANNE; BELMEGA, E. VERONICA; DE LAMARE, RODRIGO C.. Multi-User Downlink NOMA Systems Aided by Ambient Backscattering: Achievable Rate Regions and Energy-Efficiency Maximization. IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, v. 7, n. 3, p. 14-pg., . (18/12579-7)
PRETE, CARLOS A., JR.; BUSS, LEWIS; DIGHE, AMY; PORTO, VICTOR BERTOLLO; DA SILVA CANDIDO, DARLAN; GHILARDI, FABIO; PYBUS, OLIVER G.; DE OLIVEIRA, WANDERSON K.; CRODA, JULIO H. R.; SABINO, ESTER C.; et al. Serial interval distribution of SARS-CoV-2 infection in Brazil. JOURNAL OF TRAVEL MEDICINE, v. 28, n. 2, p. 3-pg., . (18/14389-0, 18/12579-7)
FERNANDES, ANA BEATRIZ L. B.; SHAO, ZHICHAO; LANDAU, LUKAS T. N.; DE LAMARE, RODRIGO C.; MATTHEWS, MB. COMPARATOR NETWORK AIDED DETECTION FOR MIMO RECEIVERS WITH 1-BIT QUANTIZATION. 2020 54TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, v. N/A, p. 4-pg., . (18/12579-7)