*All times are BRT (GMT-3)
TS1: Mobile and Wireless Networks
Room 1 (Parati 1), Thursday, December 1, 11:30-13:00 – Chair: José Marcos Nogueira (UFMG)
A probabilistic Grant Free scheduling model to allocate resources for eXtreme URLLC applications
Suyong Eum (Osaka University – Japan), Shin’ichi Arakawa (Osaka University – Japan), Masayuki Murata (Osaka University – Japan)
Deep Reinforcement Learning and Graph Neural Networks for Efficient Resource Allocation in 5G Networks
Martin Randall (Universidad de la República – Uruguay), Federico Larroca (Universidad de la República – Uruguay), Pablo Belzarena (Universidad de la República – Uruguay), Pedro Casas (AIT Austrian Institute of Technology – Austria)
Rate-Splitting Multiple Access Networks Assisted by Aerial Intelligent Reflecting Surfaces
Brena Lima (Lusofona University of Lisbon – Portugal), Rui Dinis (Instituto de Telecomunicações – Portugal), Daniel da Costa (Technology Innovation Institute – UAE), Marko Beko (Lusofona University – Portugal), Rodolfo Oliveira (Universidade Nova de Lisboa – Portugal), Rui Vigelis (Universidade Federal do Ceará – Brazil), Merouane Debbah (Technology Innovation Institute – UAE)
PyWiCh: Python Wireless Channel Simulator
Pablo Belzarena (Universidad de la República – Uruguay)
TS2: Communications and Information Security
Room 2 (Parati 2), Thursday, December 1, 11:30-13:00 – Chair: Célio Albuquerque (UFF)
A Hybrid CNN-LSTM Model for IIoT Edge Privacy-Aware Intrusion Detection
Erik De Elias (Universidade de São Paulo – USP – Brazil), Vinicius Carriel (Universidade de São Paulo – USP – Brazil), Guilherme de Oliveira (Universidade de São Paulo – USP – Brazil), Aldri dos Santos (Universidade Federal de Minas Gerais – UFMG – Brazil), Michele Nogueira (Universidade Federal de Minas Gerais – UFMG – Brazil), Roberto Hirata Jr. (University of Sao Paulo – USP – Brazil), Daniel Batista (Universidade de São Paulo – USP – Brazil)
A Stacked Ensemble Classifier for an Intrusion Detection System in the Edge of IoT and IIoT Networks
Giovanni Oliveira (Universidade de São Paulo – USP – Brazil), Priscila Lima (Universidade de São Paulo – USP – Brazil), Fabio Kon (Universidade de São Paulo – USP – Brazil), Routo Terada (Universidade de São Paulo – USP – Brazil), Daniel Batista (Universidade de São Paulo – USP – Brazil), Roberto Hirata Jr. (Universidade de São Paulo – USP – Brazil),
Mosab Hamdan (Universidade de São Paulo – USP – Brazil)
A Deep Learning-based System for DDoS Attack Anticipation
Gabriel Lucas Silva (Universidade Federal de Minas Gerais – UFMG – Brazil) Anderson Neira (Universidade Federal do Paraná – UFPR – Brazil), Michele Nogueira (Universidade Federal de Minas Gerais – UFMG – Brazil)
OMINACS: Online ML-Based IoT Network Attack Detection and Classification System
Diego de Abreu (Universidade Federal do Pará – UFPA – Brazil), Antônio Abelém (Universidade Federal do Pará – UFPA – Brazil)
TS3: Communications Theory and Systems
Room 3 (Parati 3), Thursday, December 1, 11:30-13:00 – Chair: Yessica Sáez (Universidad Tecnológica de Panamá)
Analysis of the Power Imbalance in Power-Domain NOMA on Correlated Rayleigh Fading Channels
Shaokai Hu (Nanjing University of Posts and Telecommunications – P.R. China) Hao Huang (Nanjing University of Posts and Telecommunications – P.R. China), Guan Gui (Nanjing University of Posts and Telecommunications – P.R. China), Hikmet Sari (Sequans Communications – France)
On Evaluation of Interpolation Between Reed-Muller and Polar Rate-Profiling in PAC Codes
Tatiana Rykova (Fraunhofer Heinrich Hertz Institute – Germany), Baris Göktepe (Fraunhofer Heinrich Hertz Institute – Germany), Thomas Schierl (Fraunhofer Heinrich Hertz Institute – Germany), Cornelius Hellge (Fraunhofer Heinrich Hertz Institute – Germany)
Performance Analysis of 1-Bit Quantization with Oversampling for Higher-Order Constellations
Christian Forsch (Friedrich-Alexander-Universität Erlangen-Nürnberg – Germany), Peter Zillmann (Qualcomm CDMA Technologies – Germany), Osama Alrabadi (Qualcomm CDMA Technologies – Germany), Stefan Brueck (Qualcomm CDMA Technologies – Germany), Wolfgang Gerstacker (Friedrich-Alexander-Universität Erlangen-Nürnberg – Germany)
A Study on the Uncertainty in Estimation for Short-Length Communication
Yan Coutinho (Universidade Federal de Juiz de Fora – UFJF – Brazil) Guilherme Colen (Admiral Wandenkolk Instruction Center – Brazil) Túlio Moreira (Universidade Federal de Juiz de Fora – UFJF – Brazil) Mateus Filomeno (Universidade Federal de Juiz de Fora – UFJF – Brazil) Moisés Ribeiro (Universidade Federal de Juiz de Fora – UFJF – Brazil)
TS4: Optical Communications and Optical Networks
Room 4 (Búzios), Thursday, December 1, 11:30-13:00 – Chair: Diogo Mattos (UFF)
Backup, Routing, Modulation, Spectrum and Core Allocation in SDM-EON for Efficient Spectrum Utilization
Helder Oliveira (Universidade Federal do ABC – UFABC – Brazil) Nelson Fonseca (Universidade Estadual de Campinas – UNICAMP – Brazil)
Effectiveness of Coherent Pluggable Interfaces in Brownfield Optical Network Deployments
Joao Pedro (Infinera Unipessoal Lda – Portugal), Harald Bock (Infinera GmbH – Germany)
Modeling the Bias Current and OFDM Signal Power under Amplitude Constraints for SI-POF
Jonathan Gois (Centro Federal de Educação Tecnológica Celso Suckow da Fonseca – CEFET/RJ – Brazil), Julio Neto Thomaz (Centro Federal de Educação Tecnológica Celso Suckow da Fonseca – CEFET/RJ – Brazil), Flavio Nogueira Sampaio (Orange – France), Tadeu Ferreira (Universidade Federal Fluminense – Brazil), Andres Lopez Barbero (Universidade Federal Fluminense – Brazil), Luiz Anet Neto (IMT Atlantique – France), Vinicius Silva (Universidade Federal Fluminense – Brazil)
Split-Demand and Multipath Routing in Space-Division Multiplexing Optical Networks
Silvana Trindade (Universidade Estadual de Campinas – UNICAMP- Brazil), Nelson Fonseca (Universidade Estadual de Campinas – UNICAMP – Brazil)
TS5: Service Security and Privacy
Room 1 (Parati 1), Thursday, December 1, 16:30-18:00 – Chair: Yacine Ghamri-Doudane (ULR)
Topological Evolution Analysis of Payment Channels in the Lightning Network
Gustavo Camilo (Universidade Federal do Rio de Janeiro – UFRJ – Brazil), Gabriel Rebello (Universidade Federal do Rio de Janeiro – UFRJ – Brazil), Lucas Airam Souza (Universidade Federal do Rio de Janeiro – UFRJ – Brazil),
Maria Potop-Butucaru (Sorbonne Université – France), Marcelo Dias de Amorim (LIP6/CNRS – Sorbonne Université – France), Miguel Elias Mitre Campista (Universidade Federal do Rio de Janeiro – UFRJ – Brazil), Luis Henrique Costa (Universidade Federal do Rio de Janeiro – UFRJ – Brazil)
Function as a Service Offloaded to a SmartNIC
Racyus Pacífico (Universidade Federal de Minas Gerais – UFMG- Brazil), Lucas Duarte (Universidade Federal de Viçosa – UFV – Brazil), José Augusto Nacif (Universidade Federal de Viçosa – UFV – Brazil), Marcos Vieira (Universidade Federal de Minas Gerais – UFMG – Brazil)
A Dynamic Method to Protect User Privacy Against Traffic-based Attacks on Smart Home
Bruna Vitória dos Santos (Universidade Federal de Santa Maria – UFSM – Brazil), Andressa Vergutz (Universidade Federal do Paraná – UFPR – Brazil), Ricardo Tombesi Macedo (Universidade Federal de Santa Maria – UFSM – Brazil), Michele Nogueira (Universidade Federal de Minas Gerais – UFMG – Brazil)
UPriv-AC: A Privacy-Preserving Mechanism for Smart Metering Against Curious Utility
Tiago Bornia (Universidade Federal Fluminense – UFF- Brazil), Natalia Castro Fernandes (Universidade Federal Fluminense – UFF – Brazil)
TS6: Artificial Intelligence for Communications and Networks
Room 2 (Parati 2), Thursday, December 1, 16:30-18:00 – Chair: Rodrigo Couto (UFRJ)
A Lightweight Unsupervised Learning Architecture to Enhance User Behavior Anomaly Detection
Andre Molina (Universidade de Brasília – UnB -Brazil), Vinícius Gonçalves (Universidade de Brasília – UnB -Brazil), Rafael de Sousa Junior (Universidade de Brasília – UnB -Brazil), Marcel Pividal (Amazon Web Services – USA), Rodolfo Meneguette (Universidade de São Paulo – USP – Brazil), Geraldo Pereira (Universidade de Brasília – UnB -Brazil)
CNN-based Algorithm for Joint Channel and Phase Noise Estimation in OFDM Relay Systems
Fábio Coutinho (Universidade de Aveiro – Portugal), Hugerles Silva (Universidade de Brasília – UnB – Brazil), Petia Georgieva (Universidade de Aveiro – Portugal), Arnaldo Oliveira (Universidade de Aveiro – Portugal)
Compression of Activation Signals from Split Deep Neural Network
Flávio Brito (Ericsson Research and Lund University – Sweden), Lucas Silva (Universidade Federal do Pará – UFPA – Brazil),
Leonardo Ramalho (Universidade Federal do Pará – UFPA – Brazil), Silvia Lins (Ericsson Research – Brazil),
Neiva Linder (Ericsson Research – Sweden), Aldebaro Klautau (Universidade Federal do Pará – UFPA – Brazil)
Super Learner Ensemble for Sound Classification using Spectral Features
Luana Gantert (Universidade Federal do Rio de Janeiro – UFRJ – Brazil), Matteo Sammarco (AXA – France),
Marcin Detyniecki (AXA – France), Miguel Elias Mitre Campista (Universidade Federal do Rio de Janeiro – UFRJ – Brazil)
TS7: Elastic Networks
Room 3 (Parati 3), Thursday, December 1, 16:30-18:00 – Chair: Miguel Campista (UFRJ)
Resilient Routing and Resource Allocation in SDM-EON
Helder Oliveira (Universidade Federal do ABC – UFABC – Brazil),Nelson Fonseca (universidade de Campinas – UNICAMP – Brazil)
Fragmentation-aware Routing, Space, and Spectrum Assignment using Ant Colony Optimization
Leandro Alvarez de Lima (Universidade Federal do ABC – UFABC – Brazil), Gustavo Sousa Pavani (Universidade Federal do ABC – UFABC – Brazil)”
A Proactive Algorithm for the Mitigation of Fragmentation Losses in Elastic Links
Rodrigo Campos Bortoletto (São Paulo Federal Institute of Education, Science and Technology – IFSP – Brazil), Helio Waldman (Universidade Federal do ABC – UFABC – Brazil), Raul Almeida Jr. (Universidade Federal de Pernambuco – UFPE – Brazil), Vinícius Souza (Universidade Estadual de Campinas – UNICAMP – Brazil)
Improving Multi-Band Elastic Optical Networks Performance using Behavior Induction on Deep Reinforcement Learning
Marcelo Gonzalez (Universidad Tecnica Federico Santa Maria – Chile), Felipe Condon (Universidad Tecnica Federico Santa Maria – Chile), Patricia Morales (Universidad Tecnica Federico Santa Maria – Chile), Nicolas Jara (Universidad Tecnica Federico Santa María – Chile)
TS8: Vehicular, Aerial, and Satellite Communications and Networks I
Room 4 (Búzios), Thursday, December 1, 16:30-18:00 – Chair: Pedro Cruz (UFRJ)
Traffic-Aware Beacon Interval for Position-Based Protocols in VANETs
Alvaro Amaya (Universidade Tecnológica Federal do Paraná – UTFPR – Brazil), Alexandre Pohl (Universidade Tecnológica Federal do Paraná – UTFPR – Brazil), Mauro Fonseca (Universidade Tecnológica Federal do Paraná – UTFPR – Brazil), Ricardo Lüders (Universidade Tecnológica Federal do Paraná – UTFPR – Brazil)
Connectivity-based Fog Structure Management for Software-defined Vehicular Networks
Penghan Yan (Brock University – Canada), Rodolfo Meneguette (Universidade de São Paulo – USP – Brazil),
Robson De Grande (Brock University – Canada)
Uplink Interference Management in Cellular-Connected UAV Networks Using Multi-Armed Bandit and NOMA
Fatemeh Banaeizadeh (Carleton University – Canada), Michel Barbeau (Carleton University – Canada), Joaquin Garcia-Alfaro (Institut Polytechnique de Paris – France), Venkata Srinivas Kothapalli (Motorola Mobility – Canada), Evangelos Kranakis (Carleton University – Canada)
Beyond the Standard Quantum Limit in the Synchronization of Low-Earth-Orbit Satellites
Ronakraj Gosalia (University of New South Wales – Australia), Robert Malaney (University of New South Wales – Australia), Ryan Agnaldo (Northrop Grumman Corporation – USA), Jonathan Green (Northrop Grumman Corporation – USA), Mark Clampin (NASA Goddard Space Flight Center – USA)
TS9: Communication QoS, Reliability and Performance Modeling
Room 1 (Parati 1), Thursday, December 1, 18:15-19:45 – Chair: Marcelo Rubinstein (UERJ)
Estimating performance in dense IEEE 802.11 networks with E-AFTER
Juan Lucas Vieira (Universidade Federal Fluminense – UFF – Brazil), Diego Passos (Universidade Federal Fluminense – UFF – Brazil)
A Straightforward Method to Promote Effective Interoperability in WiSUN-FAN Smart Grid Networks
Claudio Dias (Instituto de Pesquisas Eldorado – Brazil), Lucas Diogo de Mendonça (Instituto de Pesquisas Eldorado – Brazil), Karoline Ferreira Tornisiello (Instituto de Pesquisas Eldorado – Brazil), Andre Saito Guerreiro (Instituto de Pesquisas Eldorado – Brazil), Eduardo Lima (Instituto de Pesquisas Eldorado – Brazil), Gustavo Fraidenraich (Universidade Estadual de Campinas – UNICAMP – Brazil)
AI-enabled SD-WAN: the case of Reinforcement Learning
Annalisa Navarro (University of Napoli Federico II – Italy), Alessio Botta (University of Napoli Federico II – Italy), Roberto Canonico (University of Napoli Federico II – Italy), Saverio Ruggiero (University of Napoli Federico II – Italy),
Giorgio Ventre (University of Napoli Federico II – Italy)
Immortal Under the Edge of a Knife: Self-Healing Distributed Services on MANET Partitioning
Sandra Zimmermann (Technische Universität Dresden – Germany), Paul Schwenteck (Technische Universität Dresden – Germany), Christian Vielhaus (Technische Universität Dresden – Germany), Juan Cabrera (Technische Universität Dresden – Germany), Frank Fitzek (Technical University of Dresden – Germany)”
TS10: Machine Learning for Communications and Networks
Room 2 (Parati 2), Thursday, December 1, 18:15-19:45 – Chair: Antônio Abelém (UFPA)
Traffic Restoration in Communication Networks by Meta-Learning Inspired Algorithm Selection: A Case Study for IP-Optical SDN Networks
Ronald Romero Reyes (Technische Universität Chemnitz – TUC – Germany), Thomas Bauschert (Technische Universität Chemnitz – TUC – Germany)
Design and Analysis of Neural-Network-based, Single-User Codes for Multiuser Channels
N. Cameron Matson (Southern Methodist University – USA), Dinesh Rajan (Southern Methodist University – USA),
Joseph Camp (Southern Methodist University – USA)
Dynamic Routing in Challenged Networks with Graph Neural Networks
Ricardo Lent (University of Houston – USA)
Ray-Tracing MIMO Channel Dataset for Machine Learning Applied to V2V Communication
Daniel Suzuki (University Federal of Pará – UFPA – Brazil), Ailton Oliveira (Universidade Federal do Pará – UFPA – Brazil), Luan Gonçalves (Universidade Federal do Pará – UFPA – Brazil), Ilan Correa (Universidade Federal do Pará – UFPA – Brazil),
Silvia Lins (Ericsson Research – Brazil), Pedro Batista (Ericsson Research – Sweden), Aldebaro Klautau (Universidade Federal do Pará – UFPA – Brazil)
TS11: Signal Processing for Communications
Room 3 (Parati 3), Thursday, December 1, 18:15-19:45 – Chair: Igor Moraes (UFF)
Learned Preconditioned Conjugate Gradient Descent for Massive MIMO Detection
Toluwaleke Olutayo (McGill University – Canada), Benoit Champagne (McGill University – Canada)
The solid-body reverberating ultrasound communications channel and its OFDM interference
Asra Ashraf (Luleå University of Technology – Sweden), Johan E Carlson (Luleå University of Technology – Sweden),
Jaap van de Beek (Luleå University of Technology – Sweden)
IB-DFE receiver for generalized SIMO DFT precoded filter bank systems in doubly selective channels
Rogério Pereira Junior (Universidade Federal de Santa Catarina – UFSC – Brazil), Bruno Sens Chang (Universidade Tecnológica Federal do Paraná – UTFPR – Brazil), Carlos Rocha (Universidade Federal de Santa Catarina – UFSC – Brazil),
Didier Le Ruyet (Conservatoire National des Arts et Métiers – CNAM – France)
Advanced receivers for QAM-FBMC systems with short filters
Iandra Galdino (Universidade Federal Fluminense – UFF – Brazil), Rostom Zakaria (Conservatoire National des Arts et Métiers – CNAM – France), Didier Le Ruyet (Conservatoire National des Arts et Métiers – CNAM – France), Marcello Campos (Universidade Federal do Rio de Janeiro – UFRJ – Brazil)
TS12: Location-based Services
Room 4 (Búzios), Thursday, December 1, 18:15-19:45 – Chair: Alberto Schaeffer-Filho (UFRGS)
Wi-Fi CSI-based Human Presence Detection Using DTW Features and Machine Learning
Julio Huarachi Soto (Universidade Federal Fluminense – UFF – Brazil), Iandra Galdino (Universidade Federal Fluminense – UFF – Brazil), Brenda Gouveia (Universidade Federal Fluminense – UFF – Brazil), Egberto Caballero (Universidade Federal Fluminense – UFF – Brazil), Vinicius Ferreira (Universidade Federal Fluminense – UFF – Brazil), Debora Muchaluat-Saade (Universidade Federal Fluminense – UFF – Brazil), Celio Albuquerque (Universidade Federal Fluminense – UFF – Brazil)
SPIN: Sensor Placement for Indoor Navigation of Drones
Alireza Famili (Virginia Tech – USA), Angelos Stavrou (Virginia Tech – USA), Haining Wang (Virginia Tech – USA),
Jung-Min Park (Virginia Tech – USA)
GPS Spoofing Detection by Leveraging 5G Positioning Capabilities
Alireza Famili (Virginia Tech – USA), Mahsa Foruhandeh (Virginia Tech – USA), Tolga Atalay (Virginia Tech – USA), Angelos Stavrou (Virginia Tech – USA), Haining Wang (Virginia Tech – USA)
TS13: Vehicular, Aerial, and Satellite Communications and Networks II
Room 1 (Parati 1), Friday, December 2, 11:30-13:00 – Chair: Pavlos Lazaridis (University of Huddersfield)
Intelligent Configuration of PHY-Layer Parameters to Reduce Energy Consumption in LoRa
Mário Filho (Universidade Federal do Rio de Janeiro – UFRJ – Brazil), Miguel Elias Mitre Campista (Universidade Federal do Rio de Janeiro – UFRJ – Brazil)
Characterization of PDOP for Locating a Geostationary Satellite using TWSTFT Links
Mauro Lima (National Institute of Metrology – Inmetro – Brazil), Luiz Tarelho (National Institute of Metrology – Inmetro – Brazil)
Effect of Antenna Orientation and UAV Position on UAV Communications in 3D Space
N. Cameron Matson (Southern Methodist University – USA), Joseph Camp (Southern Methodist University – USA),
Dinesh Rajan (Southern Methodist University – USA)
Enabling Resilient and Real-Time Network Operations in Space: A Novel Multi-Layer Satellite Networking Scheme
Peng Hu (Digital Technologies Research Center- NRC – Canada)
TS14: Cloud, Edge and Fog Computing
Room 2 (Parati 2), Friday, December 2, 11:30-13:00 – Chair: Débora Muchaluat-Saade (UFF)
A Novel Network Slicing based Security-as-a-Service (SECaaS) Framework for Private 5G Networks
Shalitha Wijethilaka (University College Dublin – Ireland), Madhusanka Liyanage (University of Oulu – Finland)
A Novel Short-term Vehicle Location Prediction using Temporal Graph Neural Networks
Farimasadat Miri (Ontario Tech University – Canada), Alireza Abdollah Zadeh Namanloo (Ontario Tech University – Canada), Allan M. de Souza (Universidade de Campinas – UNICAMP – Brazil), Richard Pazzi (Ontario Tech University – Canada)
A Socio-temporal MEC Cache Prefetching Policy
Cleomar Oliveira (Universidade Federal Fluminense – UFF – Brazil), Igor Moraes (Universidade Federal Fluminense – UFF – Brazil), Celio Albuquerque (Universidade Federal Fluminense – UFF – Brazil), José Lima (Unisinos – Brazil)
Decision Early-Exit: An Efficient Approach to Hasten Offloading in BranchyNets
Mariana Maciel Barbosa (Universidade Federal do Rio de Janeiro – UFRJ – Brazil), Roberto Pacheco (Universidade Federal do Rio de Janeiro – UFRJ – Brazil), Rodrigo de Souza Couto (Universidade Federal do Rio de Janeiro – UFRJ – Brazil), Dianne Medeiros (Universidade Federal Fluminense – UFF – Brazil), Miguel Elias Mitre Campista (Universidade Federal do Rio de Janeiro – UFRJ – Brazil)
TS15: Next-Generation Networking and Internet
Room 3 (Parati 3), Friday, December 2, 11:30-13:00 – Chair: Luís Henrique Costa (UFRJ)
WBAP: A Wireless Broadcast Access Protocol for the IEEE802.11bc Enhanced Broadcast Service
Antonio Rueda (Universidad de Castilla-La Mancha – Spain), Luis Orozco-Barbosa (Universidad de Castilla-La Mancha – Spain), Ahmed Boujnoui (University Hassan I – Morocco), Jaime Camacho (Universidad Nacional Autónoma de México – Mexico), Jaime Gomez (Universidad Nacional Autónoma de México – Mexico)
Multi-band Optical Network Assisted by GNPy: an Experimental Demonstration
Mariano Devigili (Universitat Politécnica de Catalunya – Spain), Pantea Nadimi Goki (Scuola Superiore Sant’Anna – Italy), Nicola Sambo (Scuola Superiore Sant’Anna – Italy), Piero Castoldi (Scuola Superiore Sant’Anna – Italy), Luca Potì (CNIT – Italy), Andrea D’Amico (Politecnico di Torino – Italy), Vittorio Curri (Politecnico di Torino – Italy)
Energy Efficiency Aware Collaborative Multi-UAV Deployment for Intelligent Traffic Surveillance
Xiang Cheng (Henan University – P.R. China), Huaguang Shi (Henan University – P.R. China), Zhanqi Jin (Henan University – P.R. China), Nianwen Ning (Henan University – P.R. China), Yanyu Zhang (Henan University – P.R. China), Yi Zhou (Henan University – P.R. China)
Adding Hardware Security into IoT-Blockchain Platforms
Subhi Alrubei (University of Sheffield – Great Britain), Edward Ball (University of Sheffield – Great Britain), Jonathan Rigelsford (Sensata Technologies – Great Britain)
TS16: Wireless Communications
Room 4 (Búzios), Friday, December 2, 11:30-13:00 – Chair: Yacine Ghamri-Doudane (ULR)
A General MIMO VLC Channel Model for Underground Mining Environments
Julian Solis (Universidad de Chile – Chile), Pablo Palacios Játiva (Universidad de Chile -Chile), Cesar Azurdia Meza (Universidad de Chile – Chile), David Zabala Blanco (Universidad Catolica del Maule – Chile), Ismael Soto (Universidad de Santiago de Chile – Chile), Muhammad Ijaz (Manchester Metropolitan University – Great Britain)
Soft Actor Critic Framework for Resource Allocation in Backscatter-NOMA Networks
Abdullah Alajmi (Queen Mary University of London – Great Britain), Muhammad Fayaz (Queen Mary University of London – Great Britain), Waleed Ahsan (Queen Mary University of London – Great Britain), Arumugam Nallanathan (Queen Mary University of London – Great Britain)
Path-Loss Prediction of Millimeter-wave using Machine Learning Techniques
Yoiz Nuñez (Pontificia Universidade Católica do Rio de Janeiro – PUC-Rio – Brazil), Lisandro Lovisolo (Universidade do Estado do Rio de Janeiro – UERJ – Brazil), Luiz da Silva Mello (Pontificia Universidade Católica do Rio de Janeiro – PUC-Rio – Brazil), Carlos Orihuela (Pontificia Universidade Católica do Rio de Janeiro – PUC-Rio – Brazil)
Machine learning-based channel estimation for insufficient redundancy OFDM receivers using comb-type pilot arrangement
Marcele Mendonça (Universidade Federal do Rio de Janeiro – UFRJ – Brazil), Tadeu Ferreira (Universidade Federal Fluminense – UFF – Brazil), Paulo Diniz (Universidade Federal do Rio de Janeiro – UFRJ – Brazil)