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FNWF 2022: Montreal, QC, Canada
- 2022 IEEE Future Networks World Forum, FNWF 2022, Montreal, QC, Canada, October 10-14, 2022. IEEE 2022, ISBN 978-1-6654-6250-1
Technical Papers
- Simon Häger, Stefan Böcker, Christian Wietfeld:
3D Self-Motion Tracking Services: Coalescence of mmWave Beam Orientations and Phase Information. 1-6 - Konstantinos Katsaros, Dritan Kaleshi, Anthony Karydis, Luke Kazanis, Kane Rawnsley-Odd, Neil Hooper, Pete Fletcher:
5G Festival - Re-inventing live collaborative performances. 7-12 - Edwin Fischer, Outmane Laaroussi, Olga Segou, José Francisco Monserrat, David Garcia-Roger, Roman Antun Saakel, Timothe Scheich:
5G for CAM cross-border corridor deployment studies. 13-17 - Eleanor Davies, Antony Chung, Matthew Broadbent, Alasdair Macleod, Nicholas J. P. Race:
5G in the Wild: Performance of C-Band 5G-NR in Rural Low-Power Fixed Wireless Access. 18-23 - Selva Via, Miquel Payaró, Kurt Eckert, Maciej Mühleisen, Stefan Wendt, Edwin Fischer, Dirk Hetzer, Apostolos Kousaridas
:
5GCroCo: Key 5G technologies and trial results for seamless cross-border CAM services (Invited Paper). 24-27 - Sandesh Dhawaskar Sathyanarayana
5GLoR: 5G LAN Orchestration for enterprise IoT applications. 28-35 - Jad Nasreddine, Estela Carmona Cejudo
5GMED Architecture for Advanced Automotive and Railway Communication Services in Cross-Border Scenarios. 36-42 - Gökhan Kalem, Fofy Setaki, Andreas Georgakopoulos, Serhat Col, Sotiris Messinis, Tahir Sari, Maciej Mühleisen, Konstantinos V. Katsaros, Arda Taha Candan:
5G-MOBIX: The Greece-Turkey Cross-Border Corridor 5G Deployment and Use Cases Results. 43-48 - Marta Miranda Dopico, Irene Saco López, Ignacio Benito Frontelo, Jaime Jesús Ruiz Alonso:
5G-MOBIX: The Spain - Portugal Cross - Border Corridor, results of 5G application in shuttle vehicle use cases. 49-52 - Vassiliki Nikolopoulou, Dan Mandoc, Farid Bazizi, Michael Klöcker, Sébastien Tardif, Bernd Holfeld, Guillaume Jornod, Nazih Salhab, Marion Berbineau, Stefanos Gogos:
5GRAIL paves the way to the Future Railway Mobile Communication System Introduction. 53-57 - Paolo Bellavista
A Framework for QoS- Enabled Semantic Routing in Industrial Networks: Overall Architecture and Primary Protocols. 58-63 - Michael A. Enright, Eman M. Hammad
A Learning-Based Zero-Trust Architecture for 6G and Future Networks. 64-71 - Shengli Yuan, Randy Phan-Huynh:
A Lightweight Hash-Chain-Based Multi-Node Mutual Authentication Algorithm for IoT Networks. 72-74 - Siba Narayan Swain, Ashit Subudhi:
A Novel RACH Scheme for Efficient Access in 5G and Beyond Networks using Hash Function. 75-82 - Jaya Lakshmi Ravipudi, Maïté Brandt-Pearce
A Score Function Heuristic for Crosstalk- and Fragmentation-Aware Dynamic Routing, Modulation, Core, and Spectrum Allocation in SDM-EONs. 83-87 - Mohammadreza Salarbashishahri, Samuel Dayo Okegbile
A Shapley value-enhanced evaluation technique for effective aggregation in Federated Learning. 88-93 - Murat Kuzlu, Ferhat Özgür Çatak, Salih Sarp, Umit Cali, Özgür Güler:
A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks. 94-97 - Komal Panchal, Fatima Ait-Mahammed, Abdelwahab Hamou-Lhadj
A Study on the Use of Runtime Files in Handling Crash Reports in a Large Telecom Company. 98-103 - Jacopo Iannacci
A Supra-Disciplinary Open Framework of Knowledge to Address the Future Challenges of a Network of Feelings. 104-107 - Omar Abdul Latif, Muhieddin Amer, Andres Kwasinski:
Achieving Linear Scaling in Provisioning End-to-End Network Slicing. 108-112 - Christine Tremblay, Émile Archambault, Rodney G. Wilson, Stewart Clelland, Marija Furdek, Lena Wosinska:
Agile Metropolitan Filterless Optical Networking. 113-116 - Petar Djukic:
An Architecture for Autonomic Networks. 117-124 - Claudia Rinaldi
An Edge-Based Machine Learning-Enabled Approach in Structural Health Monitoring for Public Protection. 125-130 - Hisham A. Kholidy, Andrew Karam, Jeffrey H. Reed, Yusuf Elazzazi:
An Experimental 5G Testbed for Secure Network Slicing Evaluation. 131-138 - Hisham A. Kholidy, Riaad Kamaludeen:
An Innovative Hashgraph-based Federated Learning Approach for Multi Domain 5G Network Protection. 139-146 - Guanwen Li, David Lou, Alex Galis, Jinze Yang, Chuang Wang, Sheng Jiang, Zhe Chen, Xing Tong:
An Open Unified Addressing System for 6G Communication Networks. 147-152 - Hasan Nayir, Günes Karabulut-Kurt, Ali Görçin:
Angle of Arrival Estimation for Terahertz-enabled Space Information Networks. 153-157 - Arpit Tripathi, Abhishek Thakur, Bheemarjuna Reddy Tamma:
Attack Graphs for Standalone Non-Public 5G Networks. 158-163 - Kemal Davaslioglu, Tugba Erpek, Yalin E. Sagduyu:
Autoencoder Communications with Optimized Interference Suppression for NextG RAN. 164-169 - Takaya Miyazawa, Masahiro Jibiki, Ved P. Kafle
Automated Data Analytics and Resource Arbitration Scheduling for Containerized Network Functions. 170-175 - Ranganai Chaparadza, Muslim Elkotob, Benoit Radier, Tayeb Ben Meriem, Eman M. Hammad
Autonomic/Autonomous Networking (AN): Federations & Governance of ANs, Progress & Open Challenges in Standards: Analysis Report. 176-183 - Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson:
Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning. 184-189 - Christian Arendt
Better Safe Than Sorry: Distributed Testbed for Performance Evaluation of Private Networks. 190-196 - J. J. Garcia-Luna-Aceves:
BGP-ELF: Enhancing BGP To Eliminate Routing Loops and Oscillations without Path Vectors. 197-202 - Huang Lin, Hakimeh Purmehdi, Yuxin Zhao, Wei Peng:
Building 5G Fingerprint Datasets for Accurate Indoor Positioning. 203-208 - Asma Chiha, Thibault Degrande, Sofie Verbrugge, Didier Colle, George Avdikos, Walter Aigner, Benoît Denis, David Garcia-Roger:
Business Case Evaluation of Cooperative, Connected and Automated Mobility Service Provision in cross-border settings[INVITED PAPER - Project 5G-CARMEN]. 209-214 - Laurence Banda, Mjumo Mzyece, Fisseha Mekuria:
Business Models for 5G and Future Mobile Network Operators. 215-219 - Amine Boukhtouta, Taous Madi, Makan Pourzandi, Hyame Assem Alameddine:
Cloud Native Applications Profiling using a Graph Neural Networks Approach. 220-227 - Filippo Malandra
Community CBRS Networks - What You Need to Know. 228-231 - Rebeca Estrada
Comparison of Traditional ML Algorithms for Energy Consumption Prediction Models. 232-237 - Lizeth Lopez-Lopez
Cooperative Spectrum Sensing based on Anomaly Detection and K Nearest Neighbors. 238-242 - Zakaria Abou El Houda
Cost-efficient Federated Reinforcement Learning- Based Network Routing for Wireless Networks. 243-248 - Abdulhalim Fayad
Cost-Efficient Optical Fronthaul Architectures for 5G and Future 6G Networks. 249-254 - Jack Davies
Data Streaming over Bitcoin Payment Channels. 255-261 - Taisho Sasada, Yuzo Taenaka, Youki Kadobayashi:
Decoupling Statistical Trends from Data Volume on LDP-Based Spatio-Temporal Data Collection. 262-269 - Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci:
Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks. 270-275 - Ana Hermosilla, Jorge Gallego-Madrid, Pedro Martinez-Julia, Ved P. Kafle
Deployment of 5G Network Applications over Multidomain and Dynamic Platforms. 276-281 - Giulia Renzi
Discovering the most urgent 5G services for the competitiveness of the port using an updated Analytic Hierarchic Process in the 5G-LOGINNOV project. 282-286 - Dylan Cirimelli-Low, J. J. Garcia-Luna-Aceves:
Distributed Channel Access with no Multiple Access Interference in Multi-Hop Wireless Networks. 287-292 - Marius Iulian Corici, Fabian Eichhorn
Drivers for Organic 6G Networking. 293-298 - Clara Canova, Francesca Pacella, Daniele Brevi, Michela Apruzzese, Roberto Cavicchioli:
Driving Safety & Awareness Cooperative Business Model exploiting the 5GMETA platform. 299-304 - Jorge Gallego-Madrid, Ana Hermosilla, Antonio F. Skarmeta:
Dynamic Deployment and Testing of Virtual On-board Units in 5G. 305-309 - Kazuki Hayashi, Yojiro Mori, Hiroshi Hasegawa:
Efficient Network Capacity Expansion by Differentiated WDM-Density with Bandwidth-Variable Virtual Direct Links. 310-313 - Saeedeh Parsaeefard, Alberto Leon-Garcia:
Efficient Transfer Learning in 6G. 314-319 - Mohammad Asif Habibi, Adrián Gallego Sánchez, Ignacio Labrador Pavón, Bin Han
Enabling Network and Service Programmability in 6G Mobile Communication Systems. 320-327 - Mohammed A. Abuibaid, Marc St-Hilaire, Sultan Aldirmaz Çolak, Imad Eid:
Energy-Efficient Massive MIMO Design: Optimal Number of Antennas Ensuring Guaranteed Bit Rate. 328-333 - Geoffrey Chollon, Dhouha Ayed, Rodrigo Asensio Garriga, Alejandro Molina Zarca, Antonio F. Skarmeta, Maria Christopoulou
ETSI ZSM Driven Security Management in Future Networks. 334-339 - Nour Gritli, Ferhat Khendek
Extending the Network Service Descriptor to Capture User Isolation Intents for Network Slices. 340-346 - Konstantinos Koutsopoulos, Antoine Simon, Benjamin Ertl, Spyridon L. Tompros, Katarzyna Kapusta, Gouenou Coatrieux, Anastasius Gavras
Federated machine learning through edge ready architectures with privacy preservation as a service. 347-350 - Xiang Liu, Junwei Li, Xuming Wu, Jinglong Zhu, Yan Zeng, Da Liu, Xiang Wang, Dechao Zhang:
Fiber-to- The-Room (FTTR) Technologies for the 5th Generation Fixed Network (F5G) and Beyond. 351-354 - Marius Iordache, Oana Badita, Bogdan Rusti, Andreea Bonea, George Suciu, Eleni Giannopoulou, Giada Landi, Nina Slamnik-Krijestorac:
Future 5G network implementation and open testbeds deployment for real 5G experiments. 355-360 - Mohamed Gaballa, Maysam Abbod, Sadeq Alnasur:
Hybrid Deep Learning for Channel Estimation and Power Allocation for MISO-NOMA System. 361-366 - Walter Tiberti
Impact of Man-in-the-Middle Attacks to the O-RAN Inter-Controllers Interface. 367-372 - Gustavo Pedroso Cainelli, Lisa Underberg, Lutz Rauchhaupt:
Influences of logical link design in 5G campus systems. 373-378 - Slawomir Kuklinski:
In-Slice Management Decomposition and Implementation Issues. 379-384 - He Fang, Xianbin Wang, Wenrun Zhu:
Intelligent Integrated Cross-layer Authentication for Efficient Mutual Verification in UDN with Guaranteed Security-of-Service. 385-390 - Yi Shi
Jamming Attacks on NextG Radio Access Network Slicing with Reinforcement Learning. 397-402 - Hichem Guerboukha, Rabi Shrestha, Zhaoji Fang, Josep Miquel Jornet, Edward W. Knightly, Daniel M. Mittleman:
Jamming Threats And Countermeasures of the Terahertz OOK Mode in IEEE 802.15.3d. 403-406 - Mikel Serón
Life cycle management of automotive data functions in MEC infrastructures. 407-412 - Yijie Tao, Sampath Edirisinghe, Chathurika Ranaweera, Christina Lim, Ampalavanapillai Nirmalathas, Lena Wosinska:
Link Failure Recovery in SDN-Enabled Reconfigurable 6G Crosshaul Architecture. 413-417 - Mohammed Farouk Nakmouche, Dominic Deslandes, Ghyslain Gagnon:
Machine Learning Aided Design of Sub-Array MIMO Antennas for CubeSats Based on 3D Printed Metallic Ridge Gap Waveguides. 418-421 - Luz E. Marquez, Maria Calle:
Machine learning for localization in LoRaWAN: a case study with data augmentation. 422-427 - Natsuki Miyoshi, Tomoyuki Kawashima, Shusuke Narieda
Measurement of sub-GHz Band LPWA Propagation at Half-Wavelength Intervals. 428-432 - Norshahida Saba, Lauri Mela, Kalle Ruttik, Jari Salo, Riku Jäntti:
Millimeter-Wave Radio Link Analysis for 5G FWA by Combining Measurements and Geospatial Data. 433-438 - Zineb Garroussi
Multiobjective optimal sizing and energy planning in green cellular base stations. 439-444 - Ravi Potluri, Kristen Young, Jin Yang:
Multi-Stage, Dynamic Control of Wireless Network Slices with Polymorphic Algorithms. 445-449 - Jack Brassil:
Network Traffic as a Federated Testbed Service. 450-455 - Jiangqi Hu
NeXT: A Software-Defined Testbed with Integrated Optimization, Simulation and Experimentation. 456-461 - Praveen Gupta:
NextG Managed Access Systems (N-MAS) for Correctional-Facility Markets. 462-467 - Girma M. Yilma, Nina Slamnik-Krijestorac, Marco Liebsch, Antonio Francescon, Johann M. Márquez-Barja
No Limits - Smart Cellular Edges for Cross-Border Continuity of Automotive Services. 468-473 - Gourish Goudar
Offloading in 5G Cellular Networks: Unexplored Strategies. 474-479 - Aizaz U. Chaudhry
On Crossover Distance for Optical Wireless Satellite Networks and Optical Fiber Terrestrial Networks. 480-485 - Reza Soosahabi, Magdy A. Bayoumi:
On Securing MAC Layer Broadcast Signals Against Covert Channel Exploitation in 5G, 6G & Beyond. 486-493 - Gustavo Rodrigues de Lima Tejerina, Luciano Leonel Mendes, Rausley Adriano Amaral de Souza:
On the Exact Performance of IRS-Assisted Communications Under Random and Coherent Phase Shifts Over κ-μ Fading Channels. 494-499 - Sumit Kumar, Ashish Kumar Meshram, Abdelrahman Astro, Jorge Querol
OpenAirInterface as a platform for 5G-NTN Research and Experimentation. 500-506 - Christina Lim, Chathurika Ranaweera, Ampalavanapillai Nirmalathas, Yijie Tao, Sampath Edirisinghe, Lena Wosinska, Tingting Song:
Optical X-haul for 5G /6G: Design and Deployment Standpoint. 507-512 - Fransiscus Asisi Bimo, Ferlinda Feliana, Shu-Hua Liao, Chih-Wei Lin, David F. Kinsey, James Li, Rittwik Jana, Richard Wright, Ray-Guang Cheng:
OSC Community Lab: The Integration Test Bed for O-RAN Software Community. 513-518 - Muhammad Iqbal Rochman
Outdoor-to-Indoor Performance Analysis of a Commercial Deployment of 5G mmWave. 519-525 - Md Imrul Hasan, SK Nayemuzzaman, Mohammad Saquib:
Performance Analysis of Large Aperture mMIMO UCCA Arrays in a 5G User Dense Network. 526-531 - Pedro H. C. De Souza, Luciano Leonel Mendes, Richard Demo Souza:
Performance of a Neural Network Receiver under Mismatch of Channel Training Samples. 532-537 - Nina Slamnik-Krijestorac, Wim Vandenberghe, Rakshith Kusumakar, Karel Kural, Matthijs Klepper, Geerd Kakes, Linde Vande Velde, Johann M. Márquez-Barja
Performance Validation Strategies for 5G-enhanced Transport & Logistics: The 5G-Blueprint Approach. 538-543 - Kabid Hassan Shibly, Md Delwar Hossain
Personalized Federated Learning for Automotive Intrusion Detection Systems. 544-549 - Eduard A. Jorswieck, Pin-Hsun Lin, Carsten R. Janda:
Physical Layer Security Based Enabling Technologies for 6G Communications Values. 550-555 - Yao Wei, Ricardo Paredes Cabrera, Chung-Horng Lung, Samuel Ajila
Pre-connect Handover Management for 5G Networks. 556-561 - Haibin Zhang, Yohan Toh, Iñaki Martín Soroa, Donal Morris, Marie-Pauline Roukens:
Pre-hospital Triage Improvement for Ambulances via 5G Video and Vital Data Communication. 562-566 - Helmut W. Zaglauer
Providing Continuous 5G Connectivity along Ferry Lines - Concepts and Trials of 5G-ROUTES Project (Invited paper). 567-572 - Mahshid Noorani, Asim Zoulkarni, John S. Baras:
QoE Evaluation of Integrated Satellite-Terrestrial Network on a Real-World Testbed. 573-577 - Alessio Pagani:
QUIC Bitcoin: Fast and Secure Peer-to-Peer Payments and Payment Channels. 578-584 - Darko Cvetkovski, Nebojsa Maletic, Jesús Gutiérrez, Paris Flegkas, Nikos Makris, Alexandros Dalkalitsis, Petros Arvanitis, Markos P. Anastasopoulos, Petros Georgiadis, Anna Tzanakaki:
Railway services support over a 5G infrastructure exploiting a multi-technology wireless transport network. 585-590 - Ishani B. Majumdar, Shaghayegh Vosoughitabar, Chung-Tse Michael Wu, Narayan B. Mandayam, Joseph Brodie, Behzad Golparvar, Ruo-Qian Wang:
Resource Allocation Using Filtennas in the Presence of Leakage. 591-596 - Doruk Sahinel
Resource Allocation with Vickrey-Dutch Auctioning Game for C-RAN Fronthaul. 597-601 - Shannon K. Gallagher, Austin Whisnant, Anton Dimov Hristozov, Amit Vasudevan:
Reviewing the role of machine learning and artificial intelligence for remote attestation in 5G+ networks. 602-607 - J. J. Garcia-Luna-Aceves:
RIPPLE: Loop-Free Multi-Path Routing with Minimum Blocking during Convergence. 608-613 - Morteza Kheirkhah, Ulises Olvera-Hernandez, Tezcan Çogalan, Alain Mourad:
SDAC: An Architectural Enhancement to Enable Artificial Intelligence in 5G Systems. 614-621 - José Álvaro Fernández-Carrasco
Security and 5G: Attack mitigation using Reinforcement Learning in SDN networks. 622-627 - Ismail Lotfi, Dusit Niyato, Sumei Sun, Dong In Kim, Melike Erol-Kantarci, Chunyan Miao:
Semantic Information Market For The Metaverse: An Auction Based Approach. 628-633 - Suryanarayanaraju Pusapati, Bassant Selim, Yimin Nie, Huang Lin, Wei Peng:
Simulation of NR-V2X in a 5G Environment using OMNeT++. 634-638 - Md Sajid Khan, Behnam Farzaneh, Nashid Shahriar
SliceSecure: Impact and Detection of DoS/DDoS Attacks on 5G Network Slices. 639-642 - Francesca Moscatelli, Thanos Xirofotos, Amr Rizk, Nehal Baganal Krishna, Edoardo Bonetto
The 5G-IANA platform: Bringing far-edge resources and ML potential to the disposal of automotive third parties. 643-648 - Ivan Rincon:
The cost and coverage challenge of connecting rural and remote areas. 649-651 - Caner Bektas, Stefan Böcker, Christian Wietfeld:
The Cost of Uncertainty: Impact of Overprovisioning on the Dimensioning of Machine Learning-based Network Slicing. 652-657 - Melina Geis, Benjamin Sliwa, Caner Bektas, Christian Wietfeld:
TinyDRaGon: Lightweight Radio Channel Estimation for 6G Pervasive Intelligence. 658-663 - Sokratis Barmpounakis, Andreas Georgakopoulos, Panagiotis Vlacheas, Panagiotis Demestichas:
Towards 3D Flexible 6G Networks: Status, Challenges and Technical Enablers. 664-669 - Saeedeh Parsaeefard, Pooyan Habibi, Alberto Leon-Garcia:
Towards Interaction and Conflict Management in AI-assisted Operational Control Loops in 6G. 670-675 - Vanlin Sathya, Lyutianyang Zhang, Mehmet Yavuz:
Towards Private 5G O-RAN Implementation: Performance and Business Validation. 676-681 - Arian Fotouhi, Samuel Dayo Okegbile
Trust-enhanced blockchain-enabled framework for secure and privacy-preserving data sharing systems. 682-687 - Olufemi Abiodun Abraham, Hideya Ochiai, Kabid Hassan Shibly, Md Delwar Hossain
Unauthorized Power Usage Detection Using Gradient Boosting Classifier in Disaggregated Smart Meter Home Network. 688-693 - Sebastian Robitzsch, Josep Ribes, Andre S. Gomes
Under Trial: Evolved Service-Based Architecture Platform for Mobile Telecommunication Networks. 694-700 - Bastiaan Wissingh, Daan Ravesteijn, Ramon S. Schwartz:
Validating 5G Standalone slicing advantages through a real life mobility scenario. 701-705 - Sarang Kahvazadeh, Hamzeh Khalili
Vertical-oriented 5G platform-as-a-service: user-generated content case study. 706-711 - Aditya S. Rajasekaran, Hamza Umit Sokun, Omar Maraqa
Vision-Assisted User Clustering for Robust mmWave-NOMA Systems. 712-717
INGR Roadmap
- Ashutosh Dutta, Eman M. Hammad, Michael A. Enright, Fawzi Behmann, Arsenia Chorti, Ahmad Cheema, Kassi Kadio, Julia Urbina-Pineda, Khaled Alam, Ahmed Limam, Fred Chu, John Lester, Jong-Geun Park, Joseph Bio-Ukeme, Sanjay S. Pawar, Roslyn Layton, Prakash Ramchandran, Kingsley Okonkwo, Lyndon Ong, Marc Emmelmann, Omneya Issa, Rajakumar Arul, Sireen Malik, Sivarama Krishnan, Suresh Sugumar, TK Lala, Matthew Borst, Brad Kloza, Gunes Karabulut-Kurt:
INGR Security and Privacy Roadmap - 2022 Edition. 718-788 - Narendra Mangra, Alireza Ghasempour, Fawzi Behmann, Frederica Darema, Souma Badombena-Wanta, Thomas Olsen, Brad Kloza, Matt Borst:
INGR Applications and Services Roadmap - 2022 Edition. 789-942 - Deepak Kataria, Anwar Walid, Mahmoud Daneshmand, Ashutosh Dutta, Michael A. Enright, Rentao Gu, Alex Lackpour, Prakash Ramachandran, Honggang Wang, Chi-Ming Chen, Baw Chng, Frederica Darema:
INGR Artificial Intelligence and Machine Learning Roadmap - 2022 Edition. 943-1012 - Sudhir S. Dixit, Ashutosh Dutta, Sandeep Agrawal, Marvin Arias Olivas, Vimal Bhatia
INGR Connecting the Unconnected Roadmap - 2022 Edition. 1013-1087 - David Witkowski, Tim Page:
INGR Deployment Roadmap - 2022 Edition. 1088-1112 - Mohamad Patwary, Prakash Ramachandran, Sujata Tibrewala, TK Lala, Frederick Kautz, Estefanía Coronado, Roberto Riggio, Someswar Ganugapati, Sunku Ranganathan, Liangkai Liu:
INGR Edge Services and Automation Roadmap - 2022 Edition. 1113-1169 - Brian Zahnstecher, Earl McCune, Doug Kirkpatrick, Rick Booth, Kirk Bresniker, Lin Nease, Anirban Bandyopadhyay, Bruce Nordman, Francesco Carobolante, Magnus Olsson, Emil Björnson, Laurence McGarry, Steve Allen, Paul Draxler, Frederica Darema, Mohamed-Slim Alouini
INGR Energy Efficiency Roadmap - 2022 Edition. 1170-1302 - Haijian Sun, Chris Ng, Yiming Huo
INGR Massive MIMO Roadmap - 2022 Edition. 1303-1353 - Tim Lee, Harish Krishnaswamy, Paolo Gargini, Earl McCune, Harrison Chang, Anding Zhu, Alberto Valdes-Garcia:
INGR Millimeter Wave and Signal Processing Roadmap - 2022 Edition. 1354-1413 - Dan Kilper
INGR Optics Roadmap - 2022 Edition. 1414-1469 - Sastri Kota, Giovanni Giambene, Mohammed Y. Abdelsadek, Mohamed-Slim Alouini
INGR Satellite Roadmap - 2022 Edition. 1470-1651 - Alexander D. Gelman, Mehmet Ulema, Abdelaali Chaoub, Ranganai Chaparadza, Baw Chng, Muslim Elkotob, Reinhard Schrage, Scott Mansfield:
INGR Standardization Building Block Roadmap - 2022 Edition. 1652-1699 - Ranganai Chaparadza, Abdelaali Chaoub, Baw Chng, Nigel Davis, Ashutosh Dutta, Muslim Elkotob, Dilip Krishnaswamy, Kaniz Mahdi, Aarne Mämmelä
INGR Systems Optimization Roadmap - 2022 Edition. 1700-1778 - Ivan Seskar, Mohammad N. Patwary, Ashutosh Dutta, Ranganai Chaparadza, Muslim Elkotab:
INGR Testbed Roadmap - 2022 Edition. 1779-1816 - Narendra Mangra, Chi-Ming Chen, Paolo Gargini, Rose Hu, Tim Lee, Ashutosh Dutta:
INGR Executive Summary - 2022 Edition. 1817-1828
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