IEEE Future Networks World Forum
On-Demand through 15 November 2022

Technical Program


All paper presentations will be available on the virtual conference portal.

The list below shows all papers accepted into the 2022 FNWF (including papers for Workshops and Symposia). Click through the links above to discover who is presenting in each session.

Get the pdf version.

Paper Title Authors with affiliation and country
The cost and coverage challenge of connecting rural and remote areas Ivan Rincon (Government of British Columbia, Canada)
LEACH-RCLB: Load Balanced Clustering for WSN in the context of IoT Dua Alsoudi, Wesam Al Mobaideen and Mohammad Qatawneh (The University of Jordan, Jordan)
Semantic Information Market For The Metaverse: An Auction Based Approach Ismail Lotfi and Dusit Niyato (Nanyang Technological University, Singapore); Sumei Sun (Institute for Infocomm Research, Singapore); Dong In Kim (Sungkyunkwan University (SKKU), Korea (South)); Melike Erol-Kantarci (University of Ottawa & Ericsson, Canada); Chunyan Miao (Nanyang Technological University, Singapore)
Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks Anne Catherine Nguyen and Turgay Pamuklu (University of Ottawa, Canada); Aisha Syed (Nokia Bell Labs, Canada); Sean Kennedy (Nokia Bell Labs, USA); Melike Erol-Kantarci (University of Ottawa & Ericsson, Canada)
Reviewing the role of machine learning and artificial intelligence for remote attestation in 5G+ networks Shannon K Gallagher and Anton Hristozov (Software Engineering Institute, USA); Amit Vasudevan (CMU, USA); Austin Whisnant (Software Engineering Institute, USA)
Pre-hospital Triage Improvement for Ambulances via 5G Video and Vital Data Communication Haibin Zhang and Yohan Toh (TNO, The Netherlands); Iñaki Martin Soroa (ISISPACE, The Netherlands); Donal Morris (RedZinc, Ireland); Marie-Pauline Roukens (Vie Curi Medical Centre & Ambulancezorg Groningen, The Netherlands)
Automated Data Analytics and Resource Arbitration Scheduling for Containerized Network Functions Takaya Miyazawa (National Institute of Information and Communications Technology (NICT), Japan); Masahiro Jibiki and Ved P. Kafle (National Institute of Information and Communications Technology, Japan)
Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning Hongyi Zhang (Chalmers University of Technology, Sweden); Jingya Li (Ericsson, Sweden); Zhiqiang Qi (Ericsson, China); Xingqin Lin (Ericsson Research, USA); Anders Aronsson (Ericsson, Sweden); Jan Bosch (Chalmers University of Technology, Sweden); Helena Holmström Olsson (Malmö University, Sweden)
Federated machine learning through edge ready architectures with privacy preservation as a service Konstantinos A Koutsopoulos (Qualtek Sprl., Greece); Anastasius Gavras (Eurescom GmbH, Germany); Stefan Covaci and Benjamin Ertl (Agentscape AG, Germany); Spyridon Tompros (Qualtek SPRL, Belgium); Antoine Simon (University of Rennes 1, France); Gouenou Coatrieux (IMT Atlantique, France); Katarzyna Kapusta (Thales SIX, France)
Performance of a Neural Network Receiver under Mismatch of Channel Training Samples Pedro Henrique Carneiro Souza and Luciano Leonel Mendes (Inatel, Brazil); Richard Demo Souza (Federal University of Santa Catarina, Brazil)
5G in the Wild: Performance of C-Band 5G-NR in Rural Low-Power Fixed Wireless Access Eleanor Davies (University of Lancaster, United Kingdom (Great Britain)); Antony Chung (Lancaster University, United Kingdom (Great Britain)); Matthew Broadbent (Edinburgh Napier University, United Kingdom (Great Britain)); Alasdair Macleod (Quickline Communications Ltd, United Kingdom (Great Britain)); Nicholas Race (Lancaster University, United Kingdom (Great Britain))
Deployment of 5G Network Applications over Multidomain and Dynamic Platforms Ana Hermosilla (Odin Solutions SL, Spain); Jorge Gallego-Madrid (University of Murcia & Odin Solutions, Spain); Pedro Martinez-Julia and Ved P. Kafle (National Institute of Information and Communications Technology, Japan); Kostis Trantzas and Christos Tranoris (University of Patras, Greece); Rafael Direito and Diogo Gomes (Universidade de Aveiro & Instituto de Telecomunicações, Portugal); Jordi Ortiz (University Defense Center, (CUD), Spanish Air Force Academy, MDE-UPCT, Spain & University of Murcia, Spain); Spyros Denazis (University of Patras, Greece); Antonio F. Skarmeta (Odin Solutions S. L, Spain)
Simulation of NR-V2X in a 5G Environment using OMNeT++ Suryanarayanaraju Pusapati (University of Regina, Canada); Bassant Selim (Ericsson AB, Canada); Yimin Nie (Ericsson INC., Canada); Huang Lin and Wei Peng (University of Regina, Canada)
Towards 3D Flexible 6G Networks: Status, Challenges and Technical Enablers Sokratis Barmpounakis and Andreas Georgakopoulos (WINGS ICT Solutions, Greece); Panagiotis Vlacheas (WINGS ICT SOLUTIONS, Greece); Panagiotis Demestichas (University of Piraeus, Greece)
A Study on the Use of Runtime Files in Handling Crash Reports in a Large Telecom Company Panchal Komal, Fatima Ait-Mahammed and Abdelwahab Hamou-Lhadj (Concordia University, Canada); Zhongwen Zhu (Ericsson Canada, Canada); Salman Memon (Ericsson, Canada); Alka Isac (Ericsson AB, Canada); Pragash Krishnamoorthy (Ericsson, Canada)
3D Self-Motion Tracking Services: Coalescence of mmWave Beam Orientations and Phase Information Simon Häger, Stefan Böcker and Christian Wietfeld (TU Dortmund University, Germany)
5G Festival – Re-inventing live collaborative performances Konstantinos Katsaros and Dritan Kaleshi (Digital Catapult, United Kingdom (Great Britain)); Anthony Karydis and Luke Kazanis (Mativision, United Kingdom (Great Britain)); Kane Rawnsley-Odd and Neil Hooper (Audiotonix, United Kingdom (Great Britain)); Pete Fletcher (Sonosphere, United Kingdom (Great Britain))
BGP-ELF: Enhancing BGP To Eliminate Routing Loops and Oscillations without Using Path Vectors Jj Garcia-Luna-Aceves (University of California at Santa Cruz, USA)
Business Models for 5G and Future Mobile Network Operators Laurence Banda (University of the Witwatersrand & French South African Institute of Technology, South Africa); Mjumo Mzyece (University of the Witwatersrand, South Africa); Fisseha Mekuria (Malmo University, Sweden & Technology & Society, Sweden)
Building 5G Fingerprint Datasets for Accurate Indoor Positioning Huang Lin (University of Regina, Canada); Hakimeh Purmehdi (Ericsson, Canada); Yuxin Zhao (Ericsson AB, Sweden); Wei Peng (University of Regina, Canada)
Link Failure Recovery in SDN-Enabled Reconfigurable 6G Crosshaul Architecture Yijie Tao (The University of Melbourne, Australia); Sampath Edirisinghe (University of Sri Jayewardenepura, Sri Lanka); Chathurika Ranaweera (Deakin University, Australia); Christina Lim (University of Melbourne, Australia); Ampalavanapillai Nirmalathas (The University of Melbourne, Australia); Lena Wosinska (Chalmers University of Technology, Sweden)
Efficient Network Capacity Expansion by Differentiated WDM-Density with Bandwidth-Variable Virtual Direct Links Kazuki Hayashi, Yojiro Mori and Hiroshi Hasegawa (Nagoya University, Japan)
No Limits – Smart Cellular Edges for Cross-Border Continuity of Automotive Services Girma Mamuye Yilma (NEC Laboratories Europe GmbH, Germany); Nina Slamnik-Krijestorac (University of Antwerp, IDLab-imec, Belgium); Marco Liebsch (NEC Laboratories Europe GmbH, Germany); Antonio Francescon (Fondazione Bruno Kessler, Italy); Johann M. Marquez-Barja (University of Antwerpen & imec, Belgium)
Drivers for Organic 6G Networking Marius Corici, Fabian Eichhorn and Varun Gowtham (Fraunhofer FOKUS, Germany); Thomas Magedanz (Fraunhofer Institute FOKUS / TU Berlin, Germany)
Vertical-oriented 5G platform-as-a-service: user-generated content case study Sarang Kahvazadeh (Centre Tecnològic de Telecomunicacions de Catalunya (CTTC), Spain); Hamzeh Khalili (Centre Tecnol`ogic de Telecomunicacions de Catalunya, Spain); Rasoul Nikbakht (Centre Tecnològic de Telecomunicacions de Catalunya (CTTC), Spain); Bahador Bakhshi (Centre Tecnològic Telecomunicacions Catalunya (CTTC) & Amirkabir University of Technology, Spain); Josep Mangues-Bafalluy (Centre Tecnològic de Telecomunicacions de Catalunya (CTTC), Spain)
On the Exact Performance of IRS-Assisted Communications Under Random and Coherent Phase Shifts Over κ-μ Fading Channels Gustavo Rodrigues de Lima Tejerina and Luciano Leonel Mendes (Inatel, Brazil); Rausley Adriano Amaral de Souza (National Institute of Telecommunications (INATEL), Brazil)
RIPPLE: Loop-Free Multi-Path Routing with Minimum Blocking during Convergence Jj Garcia-Luna-Aceves (University of California at Santa Cruz, USA)
Optical X-haul for 5G /6G: Design and Deployment Standpoint Christina Lim (University of Melbourne, Australia); Chathurika Ranaweera (Deakin University, Australia); Ampalavanapillai Nirmalathas and Yijie Tao (The University of Melbourne, Australia); Sampath Edirisinghe (University of Sri Jayewardenepura, Sri Lanka); Lena Wosinska (Chalmers University of Technology, Sweden); Tingting Song (The University of Melbourne, Australia)
The 5G-IANA platform: Bringing far-edge resources and ML potential to the disposal of automotive third parties Francesca Moscatelli (Nextworks, Italy); Thanos Xirofotos (UBITECH, Greece); Amr Rizk (University of Duisburg-Essen, Germany); Nehal Baganal Krishna (Universität Duisburg-Essen, Germany); Edoardo Bonetto (Fondazione LINKS, Italy); Eirini Liotou (National Technical University of Athens, Greece); Angelos Amditis (Institute of Communication and Computer Systems, Greece)
Cooperative Spectrum Sensing based on Anomaly Detection and K Nearest Neighbors Lizeth Lopez-Lopez (Universidad Autonoma de Baja California, Mexico); Ángel G. Andrade (Universidad Autónoma de Baja California & Facultad de Ingeniería, Mexico); Guillermo Galaviz (Universidad Autonoma de Baja California, Mexico)
TinyDRaGon: Lightweight Radio Channel Estimation for 6G Pervasive Intelligence Melina J. Geis, Benjamin Sliwa, Caner Bektas and Christian Wietfeld (TU Dortmund University, Germany)
Hybrid Deep Learning for Channel Estimation and Power Allocation for MISO-NOMA System Mohammad Gaballa (Brunel University London, United Kingdom (Great Britain))
NeXT: A Software-Defined Testbed with Integrated Optimization, Simulation and Experiment Jiangqi Hu (University of Buffalo, USA); Maxwell E McManus, Sabarish Krishna Moorthy, Yuqing Cui, Zhangyu Guan and Nicholas Mastronarde (University at Buffalo, USA); Elizabeth Serena Bentley (AFRL, USA); Michael Medley (US Air Force Research Laboratory/Information Directorate & SUNY Polytechnic Institute, USA)
OpenAirInterface as a platform for 5G-NTN Research and Experimentation Sumit Kumar (SnT, University of Luxembourg, Luxembourg); Ashish Kumar Meshram (Ph.D., Luxembourg); Abdelrahman Astro and Jorge Querol (University of Luxembourg, Luxembourg); Thomas Schlichter (Fraunhofer IIS, Germany); Symeon Chatzinotas (University of Luxembourg, Luxembourg); Florian Kaltenberger (Eurecom, France); Adam Kapovits (Eurescom GmbH, Germany); Roberto Magueta (Instituto de Telecomunicações (IT)/University of Aveiro, Portugal); Thomas Heyn (Fraunhofer IIS, Germany); Florian Völk, Sertac Kaya, Robert T. Schwarz and Andreas Knopp (Bundeswehr University Munich, Germany); Luis Pereira (Allbesmart Lda, Portugal)
Multi-Stage, Dynamic Optimization of Wireless Network Slices with Polymorphic Algorithms Kristen Young and Ravi Potluri (Verizon, USA); Jin Yang (Verizon Wireless, USA)
A Framework for QoS-Enabled Semantic Routing in Industrial Networks: Overall Architecture and Primary Protocols Paolo Bellavista (University of Bologna, Italy); Mattia Fogli (University of Ferrara, Italy); Luca Foschini (University of Bologna, Italy); Carlo Giannelli (University of Ferrara, Italy); Lorenzo Patera (University of Bologna, Italy); Cesare Stefanelli (University of Ferrara, Italy)
Millimeter-Wave Radio Link Analysis for 5G FWA by Combining Measurements and Geospatial Data Norshahida Saba (Aalto University, Finland)
Intelligent Integrated Cross-layer Authentication for Efficient Mutual Verification in UDN with Guaranteed Security-of-Service He Fang (Sochoow University, China); Xianbin Wang (Western University, Canada); Wenrun Zhu (Soochow University, China)
Physical Layer Security Based Enabling Technologies for 6G Communications Values Eduard A Jorswieck (Technische Universität Braunschweig, Germany); Pin-Hsun Lin (TU Braunschweig, Germany); Carsten Janda (Technische Universität Braunschweig, Germany)
Decoupling Statistical Trends from Data Volume on LDP-Based Spatio-Temporal Data Collection Taisho Sasada (Nara Institute of Science and Technology & Graduate School of Science and Technology, Japan); Yuzo Taenaka and Youki Kadobayashi (Nara Institute of Science and Technology, Japan)
5GRAIL paves the way to the Future Railway Mobile Communication System Introduction Stefanos Gogos (Belgium); Vassiliki Nikolopoulou and Dan Mandoc (UIC, France); Sébastien Tardif (Kontron, Belgium); Nazih Salhab (France); Farid Bazizi (Kontron, France); Bernd Holfeld and Guillaume Jornod (DB Netz AG, Germany); Michael Kloecker (Nokia, Germany); Marion Berbineau (Université Gustave Eiffel, Belgium)
A Novel RACH Scheme for Efficient Access in 5G and Beyond Networks using Hash Function Siba Narayan Swain and Ashit Subudhi (Indian Institute of Technology Dharwad, India)
Discovering the most urgent 5G services for the competitiveness of the port using an updated Analytic Hierarchic Process in the 5G-LOGINNOV project Giulia Renzi (University of Modena and Reggio Emilia & ICOOR, Italy)
[INVITED PAPER – Project 5GMETA] Life cycle management of automotive data functions in MEC infrastructures Mikel Serón Esnal, Angel Martin and Gorka Velez (Vicomtech, Spain)
Network Traffic as a Federated Testbed Service Jack Brassil (Princeton University, USA)
Multiobjective optimal sizing and energy planning in green cellular base stations Zineb Garroussi (Polytechnique Montréal, Canada); Brunilde Sansò (Ecole Polytechnique de Montreal, Canada); Andre Girard (INRS-EMT and GERAD, Canada); Mathieu Damours and Abdoul Wassi Badirou (Polytechnique Montréal, Canada)
Outdoor-to-Indoor Performance Analysis of a Commercial Deployment of 5G mmWave Muhammad Iqbal Rochman and Vanlin Sathya (University of Chicago, USA); Monisha Ghosh (University of Notre Dame, USA)
A Supra-Disciplinary Open Framework of Knowledge to Address the Future Challenges of a Network of Feelings Jacopo Iannacci (Fondazione Bruno Kessler – FBK, Italy); Francesca Cavallo (Centro Di Terapia Metacognitiva Interpersonale, Italy); Carlo Fischione (KTH, Sweden)
[INVITED PAPER – PROJECT 5GASP] Dynamic Deployment and Testing of Virtual On-board Units in 5G Jorge Gallego-Madrid (University of Murcia & Odin Solutions, Spain); Ana Hermosilla (Odin Solutions SL, Spain); Antonio F. Skarmeta (Odin Solutions S. L, Spain)
Agile Metropolitan Filterless Optical Networking Christine Tremblay (Ecole de Technologie Superieure, Canada); Émile Archambault (Cegep Regional de Lanaudiere, Canada); Rodney Wilson (Chief Technologist, Research Networks, Canada); Stewart Clelland (Ciena, Canada); Marija Furdek and Lena Wosinska (Chalmers University of Technology, Sweden)
IRS – aided UAV Communications: A Survey and Future Research Opportunities Anas Alkhatieb (Umm Al-Qura University/ RIKAZ Co., Saudi Arabia); Ramez Alkhatib (University of Hama, Syria)
NextG Managed Access Systems (N-MAS) for Correctional-Facility Markets Praveen Gupta (MITRE, USA)
Reinforcement Learning in UAV-Communication Networks for Fighting Yeosun Kyung (Yonsei University, Korea (South))
The Cost of Uncertainty: Impact of Overprovisioning on the Dimensioning of Machine Learning-based Network Slicing Caner Bektas, Stefan Böcker and Christian Wietfeld (TU Dortmund University, Germany)
Influences of logical link design in 5G campus systems Gustavo Cainelli (Institut Fur Automation Und Kommunikation, Germany); Lisa Underberg (Ifak, Germany); Lutz Rauchhaupt (Institut für Automation und Kommunikation e. V., Germany)
Fiber-to-The-Room (FTTR) Technologies for the 5th Generation Fixed Network (F5G) and Beyond Xiang Liu (Huawei Technologies, China); Junwei Li (China Mobile Research Institute, China); Xuming Wu (Huawei Technologies, China); Jinglong Zhu (China Mobile Research Institute, China); Yan Zeng (Huawei Technologies, China); Da Liu (China Mobile, China); Eric Wang (Huawei Technologies Co., Ltd., China); Dechao Zhang (China Mobile Research Institute, China)
Validating 5G Stand-Alone slicing advantages through a real life mobility scenario Bastiaan Wissingh, Daan Ravesteijn and Ramon S. Schwartz (TNO, The Netherlands)
Resource Allocation with Vickrey-Dutch Auctioning Game for C-RAN Fronthaul Doruk Sahinel (Eindhoven University of Technology, The Netherlands & Technische Universität Berlin, Germany); Simon Rommel and Idelfonso Tafur Monroy (Eindhoven University of Technology, The Netherlands)
Enabling Network and Service Programmability in 6G Mobile Communication Systems Mohammad Asif Habibi (University of Kaiserslautern, Germany); Adrián Gallego Gallego Sánchez and Ignacio Labrador Pavon (Atos Research and Innovation, Spain); Bin Han (Technische Universität Kaiserslautern, Germany); Giada Landi (Nextworks, Italy); Bessem Sayadi (Nokia Bell-Labs, France); Christos Ntogkas and Ioannis-Prodromos Belikaidis (WINGS ICT Solutions, Greece); Hans Dieter Schotten (Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, Germany); Pablo Serrano and Jesús Pérez-Valero (Universidad Carlos III de Madrid, Spain); Antonio Virdis (University of Pisa, Italy)
[INVITED PAPER – Project 5GMED] 5GMED Architecture for Automotive and Railway Communication Services in Cross-Border Scenarios Jad Nasreddine and Estela Carmona-Cejudo (i2CAT Foundation, Spain); Ricard Vilalta (Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA), Spain); Raul Parada (Catalan Telecommunications Technology Centre CTTC, Spain); Philippe Veyssiere (IRT Saint Exupery, France); Angelos Antonopoulos (NearbyComputing, Spain); José López Luque and Judit Bastida (Cellnex Telecom, Spain); Raul Gonzalez (Cellnex, Spain); George Triantafyllou (Athens Technology Center, Greece); Nuria Trujillo Quijada and Jorge García Hospital (Hispasat Madrid, Spain); Julian P Garbiso (Vedecom, France); Francisco Vázquez-Gallego (i2CAT, Spain)
A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks Murat Kuzlu (Old Dominion University, USA); Ferhat Ozgur Catak (University of Stavanger, Norway); Salih Sarp (Virginia Commonwealth University & Old Dominion University, USA); Umit Cali (NTNU, USA); Oezguer Gueler (Old Dominion University, USA)
Business Case Evaluation of Cooperative, Connected and Automated Mobility Service Provision in cross-border settings [INVITED PAPER – Project 5G-CARMEN] Asma Chiha (University of Gent & IMEC, Belgium)
Machine learning for localization in LoRaWAN: a case study with data augmentation Luz Enith Marquez (Institución Universitaria ITSA, Colombia & Universidad del Norte, Colombia); Maria Calle (Universidad del Norte, Colombia)
An edge-based Machine Learning-enabled approach in Structural Health Monitoring for public protection Claudia Rinaldi (University of L’Aquila, Italy); Francesco Smarra (University of l’Aquila, Italy); Fabio Franchi (University of L’Aquila, Italy); Fabio Graziosi (University of l’Aquila, Italy); Alessandro D’Innocenzo (University of L’Aquila, Italy)
Machine Learning Aided Design of Sub-Array MIMO Antenna for CubeSat Based on 3D Printed Metallic Ridge Gap Waveguide Mohammed Farouk Nakmouche (Ecole de Technologie Supérieure, Canada); Dominic Deslandes (École de technologie supérieure, Canada); Ghyslain Gagnon (ETS, Canada)
Efficient Transfer Learning in 6G Saeedeh Parsaeefard and Alberto Leon-Garcia (University of Toronto, Canada)
Towards Interaction and Conflict Management in AI-assisted Operational Control Loops in 6G Saeedeh Parsaeefard, Pooyan Habibi and Alberto Leon-Garcia (University of Toronto, Canada)
Performance Validation Strategies for 5G-enhanced Transport & Logistics in the Pilot Trials: The 5G-Blueprint Approach Nina Slamnik-Krijestorac (University of Antwerp, IDLab-imec, Belgium); Wim Vandenberghe (Ministerie van Infrastructuur en Waterstaat, The Netherlands); Rakshith Kusumakar (V-TRON, The Netherlands); Karel Kural (HAN University of Applied Sciences, The Netherlands); Matthijs Klepper (KPN, Mobile Innovation Radio, The Netherlands); Geerd Kakes (KPN, The Netherlands); Linde Vande Velde (Be-Mobile, Belgium); Johann M. Marquez-Barja (University of Antwerpen & imec, Belgium)
OSC Community Lab: The Integration Test Bed for O-RAN Software Community Fransiscus Asisi Bimo, Ferlinda Feliana, Shu-Hua Liao and Chih-Wei Lin (National Taiwan University of Science and Technology, Taiwan); James Li (China Mobile Technology (USA) Inc., USA); Rittwik Jana (Google, USA); Richard Wright (AT&T, USA); Ray-Guang Cheng (National Taiwan University of Science and Technology, Taiwan)
[INVITED PAPER – Project 5GMETA] Driving Safety & Awareness Cooperative Business Model exploiting the 5GMETA platform Clara Canova, Francesca Pacella and Daniele Brevi (Fondazione LINKS, Italy); Michela Apruzzese and Roberto Cavicchioli (University of Modena and Reggio Emilia, Italy)
Security and 5G: Attack mitigation using Reinforcement Learning in SDN networks Jose Alvaro Fernandez Carrasco, Lander Segurola Gil, Francesco Zola and Raul Orduna Urrutia (Vicomtech, Spain)
An Architecture for Autonomic Networks Petar Djukic (Ciena, Canada)
SDAC: An Architectural Enhancement to enable Artificial Intelligence in 5G Systems Morteza Kheirkhah (Interdigital, United Kingdom (Great Britain) & University College London, United Kingdom (Great Britain)); Ulises Olvera-Hernandez (InterDigital Communications, United Kingdom (Great Britain)); Tezcan Cogalan and Alain Abdel-Majid Mourad (InterDigital, United Kingdom (Great Britain))
QUIC Bitcoin: fast and secure peer-to-peer payments and payment channels Alessio Pagani (nChain, United Kingdom (Great Britain) & IMI University of Bath, United Kingdom (Great Britain))
Offloading in 5G Cellular Networks: Unexplored Strategies Gourish Goudar (Nitte Meenakshi Institute of Technology, India); Sanket Mishra (VITAP University, India)
Distributed Channel Access with no Multiple Access Interference in Multi-Hop Wireless Networks Dylan J Cirimelli-Low (University of California, Santa Cruz, USA); Jj Garcia-Luna-Aceves (University of California at Santa Cruz, USA)
Jamming Threats And Countermeasures of the Terahertz OOK Mode in IEEE 802.15.3d Hichem Guerboukha, Rabi Shrestha and Zhaoji Fang (Brown University, USA); Josep M Jornet (Northeastern University, USA); Edward W. Knightly (Rice University, USA); Daniel Mittleman (Brown University, USA)
Attack Graphs for Standalone Non-Public 5G Networks Arpit Tripathi (Indian Institute of Technology Hyderabad & Institute for Development and Research in Banking Technology, India); Abhishek Thakur (IDRBT, India); Bheemarjuna Reddy Tamma (IIT Hyderabad, India)
Providing Continuous 5G Connectivity along Ferry Lines – Concepts and Trials of 5G-ROUTES Project [INVITED PAPER – Project 5G-ROUTES] Helmut Zaglauer (Airbus Defense and Space, Germany); Arturs Lindenbergs (LMT, Latvia); Matti Lankinen (Vediafi, Finland); Kati Korbe Kaare and Kristjan Kuhi (Ericsson Estonia, Estonia); Miquel Payaró (CTTC, Spain)
A Shapley value-enhanced evaluation technique for effective aggregation in Federated Learning Mohammadreza Salarbashishahri, Samuel Dayo Okegbile and Jun Cai (Concordia University, Canada)
5GCroCo: Key 5G technologies and trial results for seamless cross-border CAM services (Invited Paper) Selva Via and Miquel Payaró (CTTC, Spain); Kurt Eckert (BOSCH, Germany); Maciej Muehleisen (Ericsson GmbH, Germany); Stefan Wendt (Orange Labs, France); Edwin Fischer (Deutsche Telekom AG, Germany); Dirk Hetzer (T-Systems, Germany); Apostolos Kousaridas (Huawei Technologies, Germany)
Under Trial: Evolved Service-Based Architecture Platform for Mobile Telecommunication Networks Sebastian Robitzsch (InterDigital Europe, United Kingdom (Great Britain)); Josep Ribes (Universitat Politecnica de Valencia, Spain); Andre S. Gomes (OneSource, Portugal); Hergys Rexha (Abo Akademi University, Finland); Luis Cordeiro (OneSource, Portugal); Mohamad Kenan Al-Hares (InterDigital Europe Ltd., United Kingdom (Great Britain)); Marius Corici (Fraunhofer FOKUS, Germany); David Gomez-Barquero (Universitat Politecnica de Valencia, Spain)
Achieving Linear Scaling in Provisioning End-to-End Network Slicing Omar Abdul Latif (Rochester Institute of Technology, USA); Muhieddin Amer (Rochester Institute of Technology, United Arab Emirates); Andres Kwasinski (Rochester Institute of Technology, USA)
Measurement of sub-GHz Band LPWA Propagation at Half-Wavelength Intervals Natsuki Miyoshi, Tomoyuki Kawashima and Shusuke Narieda (Mie University, Japan); Takeo Fujii (The University of Electro-Communications, Japan); Hiroshi Naruse (MIE UNIV, Japan)
Trust-enhanced blockchain-enabled framework for secure and privacy-preserving data sharing systems Arian Fotouhi (Concordia University, Canada); Samuel Dayo Okegbile (University of Pretoria, South Africa); Jun Cai (Concordia University, Canada)
Personalized Federated Learning for Automotive Intrusion Detection Systems Kabid Hassan Shibly and Md Delwar Hossain (Nara Institute of Science and Technology, Japan); Hiroyuki Inoue (Kyoto Sangyo University, Japan); Yuzo Taenaka and Youki Kadobayashi (Nara Institute of Science and Technology, Japan)
Railway services support over a 5G infrastructure exploiting a multi-technology wireless transport network [INVITED PAPER – Project 5G-VICTORI] Darko Cvetkovski (IHP – Leibniz-Institut Für Innovative Mikroelektronik, Germany); Nebojsa Maletic and Jesús Gutiérrez (IHP – Leibniz-Institut für Innovative Mikroelektronik, Germany); Paris Flegkas (University of Thessaly, Greece); Alexandros Dalkalitsis and Petros Arvanitis (TRAINOSE, Greece); Markos Anastasopoulos (University of Bristol, United Kingdom (Great Britain)); Anna Tzanakaki (National and Kapodistrian University of Athens, Greece)
Cost-Efficient Optical Fronthaul Architectures for 5G and Beyond Networks Abdulhalim Fayad (Budapest University of Technology and Economics, Hungary); Jacek Rak (Gdansk University of Technology, Poland); Tibor Cinkler (Budapest University of Technology and Economics, Hungary)
Angle of Arrival Estimation for Terahertz-enabled Space Information Networks Hasan Nayir (Istanbul Technical University, Turkey); Gunes Karabulut Kurt (Ecole Polytechnique de Montreal, Canada); Ali Gorcin (Yildiz Technical University, Turkey)
A Score Function Heuristic for Crosstalk- and Fragmentation-Aware Dynamic Routing, Modulation, Core, and Spectrum Allocation in SDM-EONs Jaya Lakshmi Ravipudi and Maite Brandt-Pearce (University of Virginia, USA)
5G-MOBIX: The Spain – Portugal Cross – Border Corridor, results of 5G application in shuttle vehicle use cases Irene Saco Lopez (CTAG, Spain); Marta Miranda Dopico (CTAG – Automotive Technology Centre of Galicia, Spain); Jaime Jesús Ruiz Alonso (Nokia XR Lab, Spain); Ignacio Benito Frontelo (Nokia Bell Labs, Spain)
H2020 ICT-18 projects 5G-CARMEN, 5GCroCo and 5G-MOBIX: Deployment studies on cross-border 5G for CAM (invited paper) Edwin Fischer (Deutsche Telekom AG, Germany); Jose F Monserrat (Universitat Politècnica de València, Spain); Outmane Laaroussi (Deutsche Telekom AG, Germany); Olga Segou (Intrasoft, Greece); Roman Saakel and Timothe Scheich (Detecon International, Germany); David Garcia-Roger (Universitat Politècnica de València, Spain)
Data Streaming over Bitcoin Payment Channels Jack Owen Davies (University of Bath & nChain, United Kingdom (Great Britain)); Wei Zhang (nChain, United Kingdom (Great Britain))
Performance Analysis of Large Aperture mMIMO UCCA Arrays in a 5G User Dense Network Md Imrul Hasan (The University of Texas at Dallas, USA)
Future 5G network implementation and open testbeds deployment for real 5G experiments Bogdan Rusti (Orange Romania, Romania); Marius Iordache (Orange, Romania); Oana Badita (Orange Romania, Romania); Andreea Bonea (Orange Romania S.A., Romania); George Suciu (Politehnica University of Bucharest & BEIA Consult International SRL, Romania); Eleni Giannopoulou (WINGS ICT Solutions & National Technical University of Athens, Greece); Giada Landi (Nextworks, Italy); Nina Slamnik-Krijestorac (University of Antwerp, IDLab-imec, Belgium)
On Securing MAC Layer Broadcast Signals Against Covert Channel Exploitation in 5G, 6G & Beyond Reza S Soosahabi (University of Louisiana Lafayette & Keysight Technologies, USA); Magdy A Bayoumi (University of Louisiana Lafayette, USA)
Resource Allocation Using Filtennas in the Presence of Leakage Ishani Majumdar (Rutgers University, USA); Narayan Mandayam (WINLAB, Rutgers University, USA); Behzad Golparvar and Chung-Tse Michael Wu (Rutgers University, USA); Joseph F Brodie (Rutgers, The State University of New Jersey, USA); Ruo-Qian Wang and Shaghayegh Vosoughitabar (Rutgers University, USA)
Energy-Efficient Massive MIMO Design: Optimal Number of Antennas Ensuring Guaranteed Bit Rate Mohammed Abuibaid and Marc St-Hilaire (Carleton University, Canada); Sultan Aldırmaz Çolak (Kocaeli University, Turkey); Imad Eid (Ooredoo Palestine, Palestine)
Impact of Man-in-the-Middle Attacks to the O-RAN Inter-Controllers Interface Walter Tiberti, Eleonora Di Fina, Andrea Marotta and Dajana Cassioli (University of L’Aquila, Italy)
5G-MOBIX The Greece-Turkey Cross-Border Corridor 5G Deployment and Use Cases Results Gokhan Kalem (Turkcell Technology, Turkey); Serhat Col (Ericsson Turkey, Turkey); Maciej Muehleisen (Ericsson GmbH, Germany); Fotini Setaki (COSMOTE Mobile Telecommunications S.A. Greece, Greece); Sotiris Messinis (ICCS, Greece); Konstantinos V. Katsaros (Institute of Communication and Computer Systems (ICCS), Greece); Andreas Georgakopoulos (WINGS ICT Solutions, Greece); Tahir Sari (FORD OTOSAN, Turkey); Arda Taha Candan (TUBITAK BILGEM, Turkey)
Towards Private 5G O-RAN Implementation: Performance and Business Validation Vanlin Sathya (University of Chicago, USA); Lyutianyang Zhang and Mehmet Yavuz (Celona, USA)
On Crossover Distance for Optical Wireless Satellite Networks and Optical Fiber Terrestrial Networks Aizaz U Chaudhry and Halim Yanikomeroglu (Carleton University, Canada)
Unauthorized Power Usage Detection in Disaggregated Smart Meter Home Network Olufemi A Abraham and Kabid Hassan Shibly (Nara Institute of Science and Technology, Japan); Hideya Ochiai (University of Tokyo, Japan); Md Delwar Hossain, Yuzo Taenaka and Youki Kadobayashi (Nara Institute of Science and Technology, Japan)
Extending the Network Service Descriptor to Capture User Isolation Intents for Network Slices Nour Gritli (Ericsson, Canada); Ferhat Khendek (Concordia University, Canada); Maria Toeroe (Ericsson, Canada)
An Experimental 5G Testbed for Secure Network Slicing Evaluation Hisham A. Kholidy (State University of New York (SUNY) Polytechnic Institute, USA); Andrew Karam (Air Force Research Lab(AFRL) & RIGB, USA); Jeffrey Reed (Virginia Tech, USA); Yusuf Elazzazi (Advanced Cybersecurity Research Lab- ACRL & SUNY POLY, USA)
ETSI ZSM Driven Security Management in Future Networks Geoffroy Chollon and Dhouha Ayed (Thales, France); Rodrigo Asensio-Garriga, Alejandro Molina Zarca and Antonio Fernando Skarmeta Gomez (University of Murcia, Spain); Maria Christopoulou (NCSR Demokritos, Greece); Wissem Soussi (Zurich University of Applied Sciences (ZHAW) & University of Zürich (UZH), Switzerland); Gürkan Gür (Zurich University of Applied Sciences (ZHAW), Switzerland); Uwe Herzog (Eurescom, Germany)
Better Safe Than Sorry: Distributed Testbed for Performance Evaluation of Private Networks Christian Arendt, Stefan Böcker, Caner Bektas and Christian Wietfeld (TU Dortmund University, Germany)
Pre-connect Handover Management for 5G Networks Yao Wei (Carleton University, Canada); Ricardo Paredes  Cabrera (Ericsson, Canada); Chung-Horng Lung and Samuel Ajila (Carleton University, Canada)
QoE Evaluation of Integrated Satellite-Terrestrial
Network on a Real-World Testbed
Mahshid Noorani (University of Maryland, USA); Asim Zoulkarni (University of Maryland, College Park, USA); John S. Baras (University of Maryland, USA)
Vision-Assisted User Clustering for Robust mmWave-NOMA Systems Aditya Rajasekaran (Carleton University & Ericsson, Canada); Hamza Sokun (Ericsson, Canada); Omar Maraqa (King Fahd University of Petroleum and Minerals, Saudi Arabia); Halim Yanikomeroglu (Carleton University, Canada); Saad Al-Ahmadi (King Fahd University of Petroleum and Minerals, Saudi Arabia)
5GLoR: 5G LAN Orchestration for enterprise IoT applications Sandesh Dhawaskar Sathyanarayana (University of Colorado Boulder, USA); Murugan Sankaradas (NEC Laboratories America Inc., USA); Srimat Chakradhar (NEC Research Labs, USA)
In-Slice Management Decomposition and
Implementation Issues
Slawomir Kuklinski (Orange Polska & Warsaw University of Technology, Poland)
Autonomic/Autonomous Networking (AN): Federations & Governance of ANs, Progress & Open Challenges in Standards: Analysis Report Ranganai Chaparadza (IPv6 Forum, Germany); Muslim Elkotob (Vodafone, Germany); Benoit Radier (Orange Labs, France); Tayeb Ben  Meriem (IPv6 Forum, Germany); Eman Hammad (University of Toronto, Canada); Taesang Choi (Electronic and Telecommunications Research Institute, Korea (South))
A Lightweight Hash-Chain-Based Multi-Node Mutual Authentication Algorithm for IoT Networks Shengli Yuan (University of Houston – Downtown, USA)
An Innovative Hashgraph-based Federated Learning Approach for 5G Network Protection Hisham A. Kholidy (State University of New York (SUNY) Polytechnic Institute, USA); Riaad Kamaludeen (SUNY Polytechnic Institute, USA)
Autoencoder Communications with Optimized Interference Suppression for NextG RAN Kemal Davaslioglu (University Technical Services & Maryland Advanced Development Laboratories, University Research Foundation, USA); Tugba Erpek and Yalin E Sagduyu (Virginia Tech, USA)
Jamming Attacks on NextG Radio Access Network Slicing with Reinforcement Learning Yi Shi, Yalin E Sagduyu and Tugba Erpek (Virginia Tech, USA); M. Cenk Gursoy (Syracuse University, USA)
Cloud Native Applications Profiling using a Graph Neural Networks Approach Amine Boukhtouta (Ericsson Research, Canada); Taous Madi (King Abdullah University of Science and Technology, Saudi Arabia); Makan Pourzandi (Ericsson, Canada); Hyame Alameddine (Ericsson Research, Canada)
A Learning-Based Zero-Trust Architecture for 6G
and Future Networks
Michael A. Enright (Quantum Dimension, Inc., USA); Eman Hammad (University of Toronto, Canada); Ashutosh Dutta (Johns Hopkins University Applied Physics Labs (JHU/APL), USA)
Comparison of Traditional ML Algorithms for Energy Consumption Prediction Models Rebeca Estrada (Escuela Superior Politécnica del Litoral, Espol, Guayaquil, Ecuador & Facultad de Ingeniería en Electricidad y Computación, Ecuador); Víctor Asanza (Escuela Superior Politécnica del Litoral, Ecuador); Danny Torres (Escuela Superior Politecnica del Litoral, Guayaquil, Ecuador); Irving Valeriano (Escuela Superior Politecnica del Litoral, Ecuador); Daniel Alvarado Pelaez (Escuela Superior Politecnica del Litoral, Espol, Ecuador)
Cost-efficient Federated Reinforcement Learning-Based Network Routing for Wireless Networks Zakaria Abou El Houda (University of Montreal, Canada); Diala Naboulsi (École de Technologie Supérieure, Canada); Georges Kaddoum (ETS Engineering School, University of Québec, Canada)
Digital Divide Among Persons with Disabilities: the use of Mobile phones as enablers in Tanzania Msafiri M Ngololo, Jr (Human Rights Commission & Research Organization, Tanzania)
SliceSecure: Impact and Detection of DoS/DDoS Attacks on 5G Network Slices Md Sajid Khan, Behnam Farzaneh and Nashid Shahriar (University of Regina, Canada); Niloy Saha and Raouf Boutaba (University of Waterloo, Canada)
Community CBRS Networks – What You Need to Know Filippo Malandra (University at Buffalo, USA); Mari Silbey (US Ignite, Inc., USA); Rolando Alvarez (DigitalC, USA); Bob Cacace (City of Yonkers, USA); Troy Hege (Purdue Research Foundation, USA)


Contacts for Technical Papers
TPC-Chair, Essaid Sabir,
TPC Co-Chair, Halima Elbiaze,
TPC Co-Chair, Gunes Kurt,
TPC Co-Chair, Walid Saad,
TPC Co-Chair, Francisco Falcone,

Sign up for email alerts to get the latest news and announcements for the 2022 IEEE Future Networks World Forum. If you have specific questions, contact us at

      Diamond Sponsors

      Platinum Sponsors

      Gold Sponsor


      Financial Co-Sponsors



      Event Organizers

      Media Partner