ELIOT: enabling technologies for IoT

• Grant number: 18/12579-7
• Support Opportunities: Research Projects - Thematic Grants
• Start date: May 01, 2019
• End date: April 30, 2023
• Field of knowledge: Engineering - Electrical Engineering - Telecommunications
• Agreement: ANR
• Principal Investigator: Vitor Heloiz Nascimento
• Grantee: Vitor Heloiz Nascimento
• Principal researcher abroad: Elena Veronica BELMEGA
• Institution abroad: Ecole Nationale Supérieure de l'Électronique et de ses Applications (ENSEA), France
• Host Institution: Escola Politécnica (EP). Universidade de São Paulo (USP). São Paulo , SP, Brazil
• Pesquisadores principais: Cíntia Borges Margi ; Rodrigo Caiado de Lamare
• Associated researchers: Cassio Guimaraes Lopes ; Lukas Tobias Nepomuk Landau ; Miguel Arjona Ramírez
• Associated scholarship(s): 20/10289-1 - Adaptive image super-resolution for structural health monitoring (SHM), BP.IC; 19/19387-9 - Signal processing techniques for beamforming and coding schemes in IoT communication systems, BP.PD

Abstract

Communication networks of interconnected devices lie at the core of many key future technologies such as distributed control systems forautonomous vehicles, sensor networks for structural health monitoring and for smart cities. In addition to reliability, all these applications come with strict requirements in terms of: energyefficiency, security, latency and self-optimization capabilities, and demand for innovative enabling technologies. Theemerging Internet of Things (IoT) paradigm, projected to connect billions of wireless "things" (wireless sensors, wearables, biochiptransponders, etc.) in a vast network with drastically different characteristics among its components, has moved from being a futuristic vision to an increasing reality over therecent years. The ELIOT project is perfectly timed to address the main challenges above. (AU)

Scientific publications

(49)

(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)

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, 2021. (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, NOV 2020. (19/07665-4, 18/26455-8, 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., 2022-07-01. (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., 2022-05-15. (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., 2022-11-01. (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, JUN 9 2020. (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, 2020. (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, JAN 2021. (19/07665-4, 18/26455-8, 18/12579-7)

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, NOV 1 2019. (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., 2021-01-01. (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., 2022-01-01. (19/19387-9, 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., 2022-01-01. (19/19387-9, 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., 2023-08-01. (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., 2023-09-01. (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., 2019-01-01. (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., 2019-01-01. (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., 2021-03-01. (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., 2020-01-01. (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, 2020. (19/07665-4, 18/12579-7, 18/26455-8)

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, APR 2021. (18/12579-7)

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, 2021. (18/12579-7, 19/19387-9)

PRETE JR, CARLOS A.; NASCIMENTO, VITOR H.; LOPES, CASSIO G.. Optimal Passive Source Localization for Acoustic Emissions. Entropy, v. 23, n. 12, DEC 2021. (19/21858-0, 18/12579-7)

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, JUN 1 2019. (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, NOV 2021. (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, MAY 2021. (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+, MAY 21 2021. (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., 2021-01-01. (18/12579-7)

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., 2020-01-01. (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., 2021-01-01. (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., 2021-01-01. (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., 2021-01-01. (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., 2021-01-01. (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, JUL 2020. (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., 2021-01-01. (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., 2021-01-01. (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, DEC 20 2020. (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, 2019. (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, AUG 2021. (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., 2022-01-01. (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., 2021-01-01. (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., 2023-02-01. (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., 2023-01-01. (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., 2022-01-01. (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., 2022-10-01. (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., 2020-01-01. (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., 2022-01-01. (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., 2020-01-01. (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., 2020-09-01. (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., 2023-08-01. (18/12579-7, 19/19387-9)