2022 IEEE 19th Annual Consumer Communications & Networking ...

IEEE Catalog Number: ISBN:

CFP22CCN-POD 978-1-6654-3162-0

2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC 2022)

Virtual Conference 8 – 11 January 2022

Pages 1-524

1/2

Copyright © 2022 by the Institute of Electrical and Electronics Engineers, Inc. All Rights Reserved Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S. copyright law for private use of patrons those articles in this volume that carry a code at the bottom of the first page, provided the per-copy fee indicated in the code is paid through Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923. For other copying, reprint or republication permission, write to IEEE Copyrights Manager, IEEE Service Center, 445 Hoes Lane, Piscataway, NJ 08854. All rights reserved. *** This is a print representation of what appears in the IEEE Digital Library. Some format issues inherent in the e-media version may also appear in this print version. IEEE Catalog Number: CFP22CCN-POD ISBN (Print-On-Demand): 978-1-6654-3162-0 ISBN (Online): 978-1-6654-3161-3 ISSN: 2331-9852 Additional Copies of This Publication Are Available From: Curran Associates, Inc 57 Morehouse Lane Red Hook, NY 12571 USA Phone: (845) 758-0400 Fax: (845) 758-2633 E-mail: [email protected] Web: www.proceedings.com

TABLE OF CONTENTS PERFORMANCE EVALUATION OF ORBITAL ANGULAR MOMENTUM MODE MULTIPLEXING SYSTEMS IMPAIRED BY PHASE NOISE ........................................................................ 1

Peyman Neshaastegaran, Ming Jian

WAVEFORM COMPARISON UNDER HARDWARE LIMITATIONS FOR 6G SUB-THZ COMMUNICATIONS ......................................................................................................................................... 7

Le Hang Nguyen, Volker Braun, Hardy Halbauer, Thorsten Wild

MULTIPLE AUVS FOR OCEAN PHENOMENA MONITORING: A REVIEW ........................................... 13 Ansa Shermin S, Sarang C. Dhongdi

ENHANCEMENT OF ROAD WEATHER SERVICES USING VEHICLE SENSOR DATA ........................ 20 Toon Bogaerts, Sylvain Watelet, Chris Thoen, Tom Coopman, Joris Van Den Bergh, Maarten Reyniers, Dirck Seynaeve, Wim Casteels, Steven Latré, Peter Hellinckx

TOWARDS 6G ZERO TOUCH NETWORKS: THE CASE OF AUTOMATED CLOUD-RAN DEPLOYMENTS ............................................................................................................................................... 26

Bini Angui, Romuald Corbel, Veronica Quintuna Rodriguez, Emile Stephan

DELAY CONSIDERATIONS FOR RELIABLE COMMUNICATIONS IN LORAWAN .............................. 32 Joar Blom Rydell, Oliver Otterlind, Ismail Butun

COMMUNICATION-LOSS TRADE-OFF IN FEDERATED LEARNING: A DISTRIBUTED CLIENT SELECTION ALGORITHM .............................................................................................................. 38

Minoo Hosseinzadeh, Nathaniel Hudson, Sam Heshmati, Hana Khamfroush

CLOUDRAFT: A CLOUD-BASED FRAMEWORK FOR REMOTE EXPERIMENTATION FOR MOBILE NETWORKS ...................................................................................................................................... 44

Sabarish Krishna Moorthy, Chencheng Lu, Zhangyu Guan, Nicholas Mastronarde, George Sklivanitis, Dimitris Pados, Elizabeth Serena Bentley, Michael Medley

HYBRID RIS-ASSISTED COOPERATIVE COMMUNICATION MODEL DESIGN AND PERFORMANCE ANALYSIS .......................................................................................................................... 50

Abhilash Kumar Pandey, Amrith Aathmaram, B. Sainath

A STUDY ON ITERATIVE EQUALIZATION FOR DFTS-OFDM WAVEFORM UNDER SUB-THZ CHANNELS .............................................................................................................................................. 56

Roberto Bomfin, Ahmad Nimr, Gerhard Fettweis

MQTT-4EST: RULE-BASED WEB EDITOR FOR SEMANTIC-AWARE TOPIC NAMING IN MQTT ................................................................................................................................................................. 62

Tobias Christian Piller, David Maria Merz, Abdelmajid Khelil

MULTIPURPOSE SENSING PLATFORM FOR IMPROVED ROAD SAFETY ........................................... 70 Miguel Carvalhosa, João Almeida, Paulo C. Bartolomeu, Joaquim Ferreira

IOT INTEROPERABILITY WITH W3C WEB OF THINGS .......................................................................... 77 Michael Lagally, Michael McCool

ON INCREASING PASSWORD SECURITY AWARENESS USING A SERIOUS GAME .......................... 82 Giovanni Delnevo, Luca Deluigi, Davide Evangelisti, Simone Magnani

GAMIFICATION OF A UNIVERSITY-LEVEL WEB TECHNOLOGIES COURSE: A FIVE YEARS EXPERIENCE ...................................................................................................................................... 88

Giovanni Delnevo, Chiara Ceccarini, Paola Salomoni, Catia Prandi

UDP-BASED EXTREMELY LOW LATENCY STREAMING ....................................................................... 94 Seohyang Kim, Seungyoung Shin, Joonseok Moon

JOINT CONTENT VALUATIONS AND PROACTIVE CACHING FOR CONTENT DISTRIBUTION NETWORKS ....................................................................................................................... 100

Youssef A. Youssef, John Tadrous, Sameh Hosny, Mohammed Nafie

MIGRATION-AWARE OPTIMIZED RESOURCE ALLOCATION IN B5G EDGE NETWORKS ............ 106 Tadeus Prastowo, Ayub Shah, Luigi Palopoli, Roberto Passerone, Giuseppe Piro

LATENCY AND NETWORK AWARE PLACEMENT FOR CLOUD-NATIVE 5G/6G SERVICES ....................................................................................................................................................... 114

Kiranpreet Kaur, Fabrice Guillemin, Veronica Quintuna Rodriguez, Francoise Sailhan

PRIORITIZED TRAFFIC SHAPING FOR LOW-LATENCY MEC FLOWS IN MEC-ENABLED CELLULAR NETWORKS .............................................................................................................................. 120

Po-Hao Huang, Fu-Cheng Hsieh, Wen-Jen Hsieh, Chi-Yu Li, Ying-Dar Lin

A NOVEL REQUEST HANDLER ALGORITHM FOR MULTI-ACCESS EDGE COMPUTING PLATFORMS IN 5G ....................................................................................................................................... 126

Gayan Dilanka, Lakshan Viranga, Rajitha Pamudith, Tharindu D. Gamage, Pasika Ranaweera, Indika A. M. Balapuwaduge, Madhusanka Liyanage

COMPETING TCP CONGESTION CONTROL ALGORITHMS OVER A SATELLITE NETWORK ...................................................................................................................................................... 132

Pinhan Zhao, Benjamin Peters, Jae Chung, Mark Claypool

ACK-LESS RATE ADAPTATION FOR IEEE 802.11BC ENHANCED BROADCAST SERVICES USING SIM-TO-REAL DEEP REINFORCEMENT LEARNING ............................................. 139

Takamochi Kanda, Yusuke Koda, Koji Yamamoto, Takayuki Nishio

IMPOS: AN IMAGE-BASED INDOOR POSITIONING SYSTEM .............................................................. 144 Yunzhi Li, Rajeswari Hita Kambhamettu, Yidan Hu, Rui Zhang

DE-PRIORITIZATION IMPACT OF LCH-BASED PRIORITIZATION FOR INDUSTRIAL INTERNET OF THINGS IN 3GPP NR ........................................................................................................... 151

Sangkyu Baek, Anil Agiwal, Jaehyuk Jang

KINESTHETIC CODING BASED ON THE FAST WAVELET TRANSFORM FOR REMOTE-CONTROLLING A QUADROTOR DRONE ................................................................................................. 157

Frank Engelhardt, Sophie Herbrechtsmeyer, Mesut Günes

SUM-RATE OPTIMIZATION FOR VISIBLE-LIGHT-BAND UAV NETWORKS BASED ON PARTICLE SWARM OPTIMIZATION ......................................................................................................... 163

Yuwei Long, Nan Cen

A UAV FLIGHT METHOD FOR NON-UNIFORM USER DISTRIBUTIONS IN AERIAL WIRELESS RELAY NETWORKS ................................................................................................................. 169

Hiroyuki Asano, Hiraku Okada, Chedlia Ben Naila, Masaaki Katayama

FULL-DUPLEX AERIAL COMMUNICATION SYSTEM FOR MULTIPLE UAVS WITH DIRECTIONAL ANTENNAS ......................................................................................................................... 175

Tao Yu, Kiyomichi Araki, Kei Sakaguchi

20-µS ACCURACY TIME-SYNCHRONIZATION METHOD USING BLUETOOTH LOW ENERGY FOR INTERNET-OF-THINGS SENSORS .................................................................................... 181

Masayasu Harada, Shintaro Izumi, Ryosuke Kozeni, Yukiko Yoshikawa, Toru Ishii, Hiroshi Kawaguchi, Shohei Uemura, Kaname Araki

ENERGY EFFICIENT VIRTUAL NETWORK EMBEDDING IN VIRTUALIZED WIRELESS SENSOR NETWORKS .................................................................................................................................... 187

Vahid Maleki Raee, Amin Ebrahimzadeh, Marsa Rayani, Roch. H. Glitho, May El Barachi, Fatna Belqasmi

BLUETOOTH MESH TECHNOLOGY FOR THE JOINT MONITORING OF INDOOR ENVIRONMENTS AND MOBILE DEVICE LOCALIZATION: A PERFORMANCE STUDY ................. 193

Leonardo Montecchiari, Angelo Trotta, Luciano Bononi, Marco Di Felice

ADAPTIVE EARLY EXIT OF COMPUTATION FOR ENERGY-EFFICIENT AND LOW-LATENCY MACHINE LEARNING OVER IOT NETWORKS .................................................................... 200

Eric Samikwa, Antonio Di Maio, Torsten Braun

CONSTRAINED DEEP REINFORCEMENT LEARNING FOR SMART LOAD BALANCING ................ 207 Omar Houidi, Djamal Zeghlache, Victor Perrier, Pham Tran Anh Quang, Nicolas Huin, Jérémie Leguay, Paolo Medagliani

ENERGY-AWARE OPTIMIZATION OF UAV BASE STATIONS PLACEMENT VIA DECENTRALIZED MULTI-AGENT Q-LEARNING ................................................................................... 216

Babatunji Omoniwa, Boris Galkin, Ivana Dusparic

SELF-OPTIMIZATION OF CELLULAR NETWORKS USING DEEP REINFORCEMENT LEARNING WITH HYBRID ACTION SPACE ............................................................................................. 223

Mariam Aboelwafa, Ghada Alsuhli, Karim Banawan, Karim G. Seddik

RIRL: A RECURRENT IMITATION AND REINFORCEMENT LEARNING METHOD FOR LONG-HORIZON ROBOTIC TASKS ............................................................................................................ 230

Zhitao Yu, Jian Zhang, Shiwen Mao, Senthilkumar Cg Periaswamy, Justin Patton

EVALUATING EFFICIENCY AND SECURITY OF CONNECTED AND AUTONOMOUS VEHICLE APPLICATIONS ............................................................................................................................ 236

Curtis R. Taylor, Jason M. Carter, Shean Huff, Eric Nafziger, Jackeline Rios-Torres, Bob Zhang, Joseph Turcotte

A PRACTICAL IMPLEMENTATION OF PHYSICAL LAYER SECURITY IN WIRELESS NETWORKS .................................................................................................................................................... 240

Sayed Amir Hoseini, Fayçal Bouhafs, Frank Den Hartog

SECURING REMOTE USER AUTHENTICATION IN INDUSTRIAL INTERNET OF THINGS .............. 244 K Nimmy, Sriram Sankaran, Krishnashree Achuthan, Prasad Calyam

SMARTCRYPT: SECURE STORING AND SHARING OF TIME SERIES DATA STREAMS IN IIOT .................................................................................................................................................................. 248

Subir Halder, Thomas Newe

LEARNPHI: A REAL-TIME LEARNING MODEL FOR EARLY PREDICTION OF PHISHING ATTACKS IN IOV .......................................................................................................................................... 252

Yesin Sahraoui, Chaker Abdelaziz Kerrache, Ahmed Korichi, Anna Maria Vegni, Marica Amadeo

MALWARE FAMILY CLASSIFICATION VIA RESIDUAL PREFETCH ARTIFACTS ............................ 256 Adam Duby, Teryl Taylor, Yanyan Zhuang

NR-U AND WI-FI COEXISTENCE ENHANCEMENT EXPLOITING MULTIPLE BANDWIDTH PARTS ASSIGNMENT ......................................................................................................... 260

Mehdi Haghshenas, Maurizio Magarini

DESIGNING A 5G ARCHITECTURE TO OVERCOME THE CHALLENGES OF THE TELEOPERATED TRANSPORT AND LOGISTICS .................................................................................... 264

Johann M. Marquez-Barja, Dries Naudts, Vasilis Maglogiannis, Seilendria A. Hadiwardoyo, Ingrid Moerman, Matthijs Klepper, Geerd Kakes, Xiangyu Lian, Wim Vandenberghe, Rakshith Kusumakar, Joost Vandenbossche

4G/5G PERFORMANCE OF A MULTI-RAT UAV FOR MEDICAL PARCEL DELIVERY ...................... 268 Henrique Carvalho De Resende, João Francisco Nunes Pinheiro, Philippe Reiter, Cristiano Bonato Both, Johann M. Marquez-Barja

ANALYZING 5G NR-U AND WIGIG COEXISTENCE WITH MULTIPLE-BEAM DIRECTIONAL LBT ....................................................................................................................................... 272

Yao Ma, Susanna Mosleh, Jason Coder

A COMPREHENSIVE ANALYSIS ON NETWORK SLICING FOR SMART HOSPITAL APPLICATIONS .............................................................................................................................................. 276

Shalitha Wijethilaka, Pawani Porambage, Chamitha De Alwis, Madhusanka Liyanage

IMPACT ANALYSIS OF TRAINING IN DEEP REINFORCEMENT LEARNING-BASED RADIO ACCESS NETWORK SLICING ........................................................................................................ 280

I. Vilà, J. Pérez-Romero, O. Sallent, A. Umbert

A NON-INVASIVE SOCIAL MONITORING APPLICATION FOR DANGER SITUATIONS BASED ON A EDGE-BASED MACHINE LEARNING SOLUTION ........................................................... 284

Bilal Moussa Fares, Pietro Manzoni, Johann M. Marquez-Barja, Juan-Carlos Cano, Carlos T. Calafate

TRAIN IN AUSTRIA, RACE IN MONTECARLO: GENERALIZED RL FOR CROSS-TRACK F1TENTH LIDAR-BASED RACES .................................................................................................................... 290

Michael Bosello, Rita Tse, Giovanni Pau

BALANCING LATENCY AND ACCURACY ON DEEP VIDEO ANALYTICS AT THE EDGE ............. 299 Xuebing Li, Byungjin Cho, Yu Xiao

ON IMPLEMENTING SOCIALIZATION ALGORITHMS ON VIRTUAL OBJECTS IN THE SOCIAL IOT .................................................................................................................................................... 307

Silvia Corpino, Silvia Mirri, Mariella Sole, Daniele Giusto, Giovanni Pau, Roberto Girau

POLAR CODING FOR EFFICIENT TRANSPORT LAYER MULTICAST ................................................. 313 Pablo Gil Pereira, Thorsten Herfet

QOS-AWARE PRIORITY-BASED TASK OFFLOADING FOR DEEP LEARNING SERVICES AT THE EDGE ................................................................................................................................................ 319

Minoo Hosseinzadeh, Andrew Wachal, Hana Khamfroush, Daniel E. Lucani

LEARNING-BASED MULTIVARIATE REAL-TIME DATA PRUNING FOR SMART PMU COMMUNICATION ....................................................................................................................................... 326

Rushang Gupta, Varun Gupta, Akash Kumar Mandal, Swades De

SECURITY OF MICRO MEC IN 6G: A BRIEF OVERVIEW ...................................................................... 332 Ijaz Ahmad, Sergio Lembo, Felipe Rodriguez, Stephan Mehnert, Mikko Vehkaperä

TOWARDS THE OPTIMAL PATTERN OF JOINT BEAMFORMING, USER SCHEDULING AND POWER ALLOCATION IN A MULTI-RAT NETWORK ................................................................... 338

Jörg Von Mankowski, Hansini Vijayaraghavan, Alberto Martinez Alba, Leonardo Goratti, Wolfgang Kellerer

DNN-AIDED LOW-COMPLEXITY PHYSICAL-LAYER NETWORK CODING ENABLED NON-ORTHOGONAL MULTIPLE ACCESS ................................................................................................ 346

Guanyu Chen, Tse-Tin Chan, Haoyuan Pan, Jiaxin Liang

FRAME-CAPTURE-BASED CSI RECOMPOSITION PERTAINING TO FIRMWARE-AGNOSTIC WIFI SENSING .......................................................................................................................... 352

Ryosuke Hanahara, Sohei Itahara, Kota Yamashita, Yusuke Koda, Akihito Taya, Takayuki Nishio, Koji Yamamoto

DRONE POSITIONING FOR VISIBLE LIGHT COMMUNICATION WITH DRONE-MOUNTED LED AND CAMERA .................................................................................................................. 357

Yukito Onodera, Yu Nakayama, Hiroki Takano, Daisuke Hisano

AN ANOMALY DETECTION MODEL FOR IOT NETWORKS BASED ON FLOW AND FLAG FEATURES USING A FEED-FORWARD NEURAL NETWORK ................................................... 363

Imtiaz Ullah, Qusay H. Mahmoud

SHINING NEW LIGHT ON USEFUL FEATURES FOR NETWORK INTRUSION DETECTION ALGORITHMS ................................................................................................................................................ 369

Heather Lawrence, Uchenna Ezeobi, Gedare Bloom, Yanyan Zhuang

RHC: CLUSTER BASED FEATURE REDUCTION FOR NETWORK INTRUSION DETECTIONS ................................................................................................................................................. 378

Md. Hasan Tarek, Md. Mumtahin Habib Ullah Mazumder, Sadia Sharmin, Md. Shariful Islam, Mohammad Shoyaib, Muhammad Mahbub Alam

WIFI-BASED IOT DEVICES PROFILING ATTACK BASED ON EAVESDROPPING OF ENCRYPTED WIFI TRAFFIC ........................................................................................................................ 385

Mnassar Alyami, Ibrahim Alharbi, Cliff Zou, Yan Solihin, Karl Ackerman

FIRST EXPERIMENTAL RESULTS ON REAL-TIME CLEANING ACTIVITY MONITORING SYSTEM .......................................................................................................................................................... 393

Ryo Yaegashi, Yu Nakayama, Moe Matsuki, Ryoma Yasunaga, Marie Katsurai

AGE OF DATA AWARE INTERNET OF THINGS APPLICATIONS ......................................................... 399 Kaneez Fizza, Prem Prakash Jayaraman, Abhik Banerjee, Dimitrios Georgakopoulos, Rajiv Ranjan

A WEB OF THINGS CONTEXT-AWARE IOT SYSTEM LEVERAGING Q-LEARNING ........................ 405 Luca Bedogni, Francesco Poggi

A HIERARCHICAL ARCHITECTURAL MODEL FOR IOT END-USER SERVICE COMPOSITION ............................................................................................................................................... 411

Federico Montori, Vincenzo Armandi, Luca Bedogni

DECENTRALIZED AD-HOC SEAPORT TRUCK AUTHENTICATION .................................................... 417 Paulo C. Bartolomeu, Joana Bernardino, Joaquim Ferreira

A PRIVACY-PRESERVING SCHEME FOR PASSIVE MONITORING OF PEOPLE’S FLOWS THROUGH WIFI BEACONS ......................................................................................................................... 421

Kalkidan Gebru

TOWARDS AN OPTIMAL FEATURE SELECTION METHOD FOR AI-BASED DDOS DETECTION SYSTEM ................................................................................................................................... 425

Sajal Saha, Annita Tahsin Priyoti, Aakriti Sharma, Anwar Haque

DECEPTION FOR CHARACTERIZING ADVERSARIAL STRATEGIES IN COMPLEX NETWORKED SYSTEMS .............................................................................................................................. 429

Md Ali Reza Al Amin, Peter Foytik, Sachin Shetty, Jessica Dorismond, Marco Gamarra

BLOCKCHAIN-BASED DEVICE IDENTITY MANAGEMENT WITH CONSENSUS AUTHENTICATION FOR IOT DEVICES ..................................................................................................... 433

Munkenyi Mukhandi, Francisco Damião, Jorge Granjal, João P. Vilela

BUILDING REALISTIC EXPERIMENTATION ENVIRONMENTS FOR AI-ENHANCED MANAGEMENT AND ORCHESTRATION (MANO) OF 5G AND BEYOND V2X SYSTEMS ............... 437

Nina Slamnik-Kriještorac, Miguel Camelo Botero, Luca Cominardi, Steven Latré, Johann M. Marquez-Barja

ON DEEP LEARNING CLASSIFICATION OF DIGITALLY MODULATED SIGNALS USING RAW I/Q DATA .............................................................................................................................................. 441

John A. Snoap, Dimitrie C. Popescu, Chad M. Spooner

LEVERAGING UAV ROTATION TO INCREASE PHASE COHERENCY IN DISTRIBUTED TRANSMIT BEAMFORMING ....................................................................................................................... 445

Mahmoud Badi, N. Cameron Matson, Dinesh Rajan, Joseph Camp

QUALITY-AWARE VIDEO ANALYTICS IN EDGE COMPUTING ENVIRONMENTS .......................... 449 Mohammad Nazmus Sadat, Erwin Vargas-Alfonso, Rui Dai

LOW-COMPLEXITY ADAPTIVE DIGITAL PRE-DISTORTION WITH META-LEARNING BASED NEURAL NETWORKS ..................................................................................................................... 453

Alexis Falempin, Rafik Zayani, Jean-Baptiste Doré, Emilio Calvanese Strinati

MQTPP – TOWARDS MULTIPLE Q-TABLE BASED PATH PLANNING IN UAV ENVIRONMENTS .......................................................................................................................................... 457

Michael R. Jones, Soufiene Djahel, Kristopher Welsh

OFFLOADING ROBOT CONTROL WITH 5G ............................................................................................. 461 Peter Sossalla, Justus Rischke, Giang T. Nguyen, Frank H. P. Fitzek

FOREST FIRE SURVEILLANCE USING LIVE VIDEO STREAMING FROM UAV VIA MULTIPLE LTE NETWORKS ....................................................................................................................... 465

Koichi Nihei, Natsuki Kai, Yuki Maruyama, Toshiaki Yamashita, Dai Kanetomo, Takako Kitahara, Masaaki Maruyama, Takashi Ohki, Kitso Kusin, Hendrik Segah

DISTRIBUTED TRAJECTORY DESIGN FOR UNDERWATER MULTI-ROBOT RELAY NETWORKS .................................................................................................................................................... 469

Hongzhi Guo, Clifford Boakye-Mensah

UAV-FAP: USER FAIRNESS-DRIVEN ACCESS POINT ON UAV FOR WI-FI NETWORKS ................. 473 Yung-Chuan Wu, Hong-Rong Chang, Meng-Shou Wu, Chi-Yu Li, Kuochen Wang

HELP FROM ABOVE: UAV-EMPOWERED NETWORK RESILIENCY IN POST-DISASTER SCENARIOS .................................................................................................................................................... 477

Christian Esposito, Gianluca Rizzo

DYNAMIC GENERATION OF REVENUE THROUGH THE INSERTION OF ADVERTISEMENTS INTO VIDEO CONTENTS ......................................................................................... 481

Francisco Lopez-Navarrete, Joaquin Sanchez-Soriano, Oscar M Bonastre

IOT EDGE ORCHESTRATION FOR DISTRIBUTED DNN SERVICE WITH CONTAINERIZED RESOURCE ALLOCATION .......................................................................................... 483

Hyungbin Park, Taeyoung Kim, Younghwan Jin, Sukyoung Lee

NOVEL QUALITY OF EXPERIENCE EXPERIMENTATION FRAMEWORK THROUGH PROGRAMMABLE NETWORK MANAGEMENT ...................................................................................... 485

Ahmed Osama Basil, Mu Mu, Ali Al-Sherbaz

ENABLING VIDEO CONFERENCING IN LOW BANDWIDTH ................................................................ 487 Muzzafer Ali, Suchetana Chakraborty

IMPROVING DATA CONSISTENCY IN VEHICULAR MICRO CLOUDS ............................................... 489 Gurjashan Singh Pannu, Stephan Dunkel, Seyhan Ucar, Takamasa Higuchi, Onur Altintas, Falko Dressler

AN OPTIMISTIC SYNCHRONIZATION BASED SERVER SELECTION SCHEME WITH SUCCESSIVE PARTICIPATION ................................................................................................................... 491

Akio Kawabata, Bijoy Chand Chatterjee, Eiji Oki

DISTRIBUTED FOG-BASED CACHING SOLUTION FOR CONTENT-CENTRIC NETWORKING IN IOT .................................................................................................................................. 493

Youssef Sellami, Ghada Jaber, Ahmed Lounis

TOWARDS RISK ADJUSTED WIRELESS ACCESS UNDER JAMMING: RELIABILITY THROUGH MULTI-CONNECTIVITY .......................................................................................................... 495

Vladimir Marbukh

COMPUTING OFFLOADING AND LOAD BALANCING WITHIN UAV CLUSTERS ............................ 497 Sana Ben Aissa, Asma Ben Letaifa, Abderrahim Sahli, Abderrezak Rachedi

GRADUAL CONTROL METHOD FOR PROGRAM FILE PLACEMENT IN HIERARCHICAL CLOUD-EDGE PLATFORM .......................................................................................................................... 499

Keigo Kono, Takehiro Sato, Eiji Oki

PHASIC POLICY GRADIENT BASED RESOURCE ALLOCATION FOR INDUSTRIAL INTERNET OF THINGS ................................................................................................................................. 501

Lokesh Bommisetty, Venkatesh Tiruchirai Gopalakrishnan

EMPIRICAL DIFFERENCES IN LTE OPEN- AND CLOSED-LOOP POWER CONTROL ....................... 503 Aziz Kord, Jason Coder, Aric Sanders

APPLYING TIME-AWARE SHAPER CONSIDERING USER IDENTIFIER TO SERVICE PROVIDER NETWORK ................................................................................................................................. 505

Yuhei Kawakami, Hideo Kawata, Takahiro Kubo, Natsuki Yasuhara, Shinichi Yoshihara, Tomoaki Yoshida

RADIO AND POWER OVER DOUBLE CLAD FIBER SYSTEM FOR 4K/8K SATELLITE BROADCASTING ........................................................................................................................................... 507

Zixuan Guo, Jiang Liu, Shigeru Shimamoto

NEIGHBOR DISCOVERY IN A MULTI-TRANSCEIVER FREE-SPACE-OPTICAL AD HOC NETWORK ...................................................................................................................................................... 509

Jessica Vazquez-Estrada, Suman Bhunia, Mahmudur Khan, Yicheng Qian, Nero Tran Huu

AMBIENT BACKSCATTER COMMUNICATION SYSTEM UTILIZING MULTICARRIER SIGNAL ........................................................................................................................................................... 511

Changyoung An, Hyeong Min Kwon, Heung-Gyoon Ryu

GENERALIZATION OF PROBABILISTIC SCHEDULING MODELS FOR REALIZING URLLC APPLICATIONS ................................................................................................................................ 513

Suyong Eum, Shin’Ichi Arakawa, Masayuki Murata

DEEP LEARNING TRANSCEIVER FOR TERAHERTZ BAND COMMUNICATION SYSTEM WITH 1-BIT ADC AND OVERSAMPLING .................................................................................................. 515

Metasebia D. Gemeda, Min S. Han, Ameha T. Abebe, Chung G. Kang

SIGNAL PROPAGATION THROUGH THE INSIDE OF ROBOT LEG FOR NON-WIRED ROBOT SYSTEM ............................................................................................................................................ 517

Chihyeh Chen, Megumi Saito, Shigeru Shimamoto

ROBUST FIRST PATH DETECTION BASED ON TWO-STAGE CNN FOR UNSPECIFIED UWB PULSE SHAPE ...................................................................................................................................... 519

Sehwan Choi, Chaehun Im, Chungyong Lee

TOPIC LOAD BALANCING IN A MULTI IOT GATEWAYS SCENARIO UNDER PUBLISH/SUBSCRIBE PARADIGM ............................................................................................................ 521

Mattia Giovanni Spina, Gerardo Mario Marotta, Stefano Gualtieri, Floriano De Rango

FLUIDS: FEDERATED LEARNING WITH SEMI-SUPERVISED APPROACH FOR INTRUSION DETECTION SYSTEM ............................................................................................................ 523

Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Singh

A LIDAR INFORMATION-BASED PRIVACY-PRESERVING AUTHENTICATION SCHEME USING ELLIPTIC CURVE CRYPTOSYSTEM IN VANETS ....................................................................... 525

Ting Gu, Kiho Lim, Gyu Ho Choi, Xiwei Wang

MALDIST: FROM ENCRYPTED TRAFFIC CLASSIFICATION TO MALWARE TRAFFIC DETECTION AND CLASSIFICATION ......................................................................................................... 527

Ofek Bader, Adi Lichy, Chen Hajaj, Ran Dubin, Amit Dvir

OHANA MEANS FAMILY: MALWARE FAMILY CLASSIFICATION USING EXTREME LEARNING MACHINES ................................................................................................................................ 534

Aaron Walker, Raj Mani Shukla, Tapadhir Das, Shamik Sengupta

CYBER DECEPTION USING HONEYPOT ALLOCATION AND DIVERSITY: A GAME THEORETIC APPROACH .............................................................................................................................. 543

Ahmed H. Anwar, Charles A. Kamhoua

LIGHTWEIGHT AUTHENTICATION AND AUTHORIZATION PROTOCOL FOR DYNAMIC CHARGING OF ELECTRIC VEHICLES ....................................................................................................... 550

Abdulaziz Alshaeri, Mohamed Younis

COMPARING THE PREDICTABILITY OF SENSOR MODALITIES TO DETECT STRESS FROM WEARABLE SENSOR DATA ........................................................................................................... 557

Ryan Holder, Ramesh Kumar Sah, Michael Cleveland, Hassan Ghasemzadeh

CHARACTERIZATION OF MAGNETIC COMMUNICATION THROUGH HUMAN BODY ................. 563 Rajpreet K Gulati, Sayemul Islam, Amitangshu Pal, Krishna Kant, Albert Kim

MULTI-FACTOR BEHAVIORAL AUTHENTICATION USING CORRELATIONS ENHANCED BY NEURAL NETWORK-BASED SCORE FUSION ............................................................ 569

Akira Miyazawa, Tran Phuong Thao, Rie Shigetomi Yamaguchi

X-FIDENCE: POST-PANDEMIC WELLNESS BY DENSITY MONITORING WITH PRIVACY PRESERVATION ............................................................................................................................................ 578

Raiful Hasan, Ragib Hasan

COOPERATIVE TASK-ORIENTED GROUP FORMATION FOR VEHICULAR NETWORKS ............... 584 Huiye Liu, Douglas M. Blough

VEHICULAR KNOWLEDGE NETWORKING AND MOBILITY-AWARE SMART KNOWLEDGE PLACEMENT ........................................................................................................................ 593

Seyhan Ucar, Takamasa Higuchi, Chang-Heng Wang, Duncan Deveaux, Onur Altintas, Jérôme Härri

REQUIRED-DATA-RATE-BASED DISTRIBUTED RESOURCE ALLOCATION SCHEME FOR MMWAVE V2V WITH RELAY ............................................................................................................ 599

Yue Yin, Tao Yu, Kei Sakaguchi

MITIGATING LOCATION-BASED ATTACKS USING PREDICATION MODELS IN VEHICULAR AD-HOC NETWORKS ........................................................................................................... 605

Adam Dean, Brennan Huber, Farah Kandah

CONTEXT-BASED MIXED-NUMEROLOGY PROFILE SELECTION FOR 5G AND BEYOND ............ 611 Dheeraj Kotagiri, Anan Sawabe, Eiji Takahashi, Takanori Iwai, Takeo Onishi, Yoshiaki Nishikawa

KNOWLEDGE TRANSFER BASED RADIO AND COMPUTATION RESOURCE ALLOCATION FOR 5G RAN SLICING ........................................................................................................ 617

Hao Zhou, Melike Erol-Kantarci

UNSUPERVISED ROOT-CAUSE IDENTIFICATION OF SOFTWARE BUGS IN 5G RAN ..................... 624 Tobias Sundqvist, Monowar Bhuyan, Erik Elmroth

LEARNING SEMANTICS: AN OPPORTUNITY FOR EFFECTIVE 6G COMMUNICATIONS ............... 631 Mohamed Sana, Emilio Calvanese Strinati

SLICING SCHEDULING FOR SUPPORTING CRITICAL TRAFFIC IN BEYOND 5G............................. 637 Ali Esmaeily, Katina Kralevska, Toktam Mahmoodi

END-TO-END QUALITY-OF-SERVICE ASSURANCE WITH AUTONOMOUS SYSTEMS: 5G/6G CASE STUDY ...................................................................................................................................... 644

Van Sy Mai, Richard J. La, Tao Zhang, Abdella Battou

MODELING AND ANALYSIS OF MMTC TRAFFIC IN 5G BASE STATIONS ........................................ 652 Fidan Mehmeti, Thomas F. La Porta

AN OPTIMIZED M-ARY AMPLITUDE PHASE SHIFT KEYING SCHEME FOR ULTRABROADBAND TERAHERTZ COMMUNICATION ........................................................................ 661

Priyangshu Sen, Viduneth Ariyarathna, Josep M. Jornet

DATA IMPORTANCE AWARE PERIODIC MACHINE LEARNING MODEL UPDATE FOR SPARSE MOBILE CROWDSENSING........................................................................................................... 667

Yuichi Inagaki, Ryoichi Shinkuma, Takehiro Sato, Eiji Oki

A MOBILE APP TO PIN MEDIA TO THE REAL WORLD ......................................................................... 671 Mirko Franco, Pietro Giacomazzi, Claudio E. Palazzi

LSTM-BASED HIGH PRECISION PEDESTRIAN POSITIONING ............................................................. 675 Masaki Inoue, Suhua Tang, Sadao Obana

DEVELOPMENT OF A WINDOW POSITIONING METHOD CONSIDERING NETWORK CHARACTERISTICS FOR A MOBILE TILED DISPLAY ........................................................................... 679

Tohru Kondo, Hiroki Murakami, Kaori Maeda

EVALUATION OF THE BLUETOOTH-BASED PROXIMITY ESTIMATION FOR AUTOMATIC EXPOSURE DETERMINATION ........................................................................................... 683

Kamran Sayrafian, Brian Cloteaux, Vladimir Marbukh, Christian Emiyah

IMPLEMENTATION OF A SEA MONITORING SYSTEM BASED ON SOCIAL INTERNET OF THINGS ..................................................................................................................................................... 687

Andrea Piras, Silvia Mirri, Mariella Sole, Daniele Giusto, Giovanni Pau, Roberto Girau

TIME SERIES ANALYSIS FOR TEMPERATURE FORECASTING USING TINYML ............................. 691 Maria Francesca Alati, Giancarlo Fortino, Juan Morales, Jose M. Cecilia, Pietro Manzoni

BRINGING MQTT BROKERS TO THE EDGE: A PRELIMINARY EVALUATION ................................ 695 Daniele Ronzani, Claudio E. Palazzi, Pietro Manzoni

BLOCKCHAIN AND WEB OF THINGS FOR STRUCTURAL HEALTH MONITORING APPLICATIONS: A PROOF OF CONCEPT .................................................................................................. 699

Lorenzo Gigli, Luca Sciullo, Federico Montori, Alessandro Marzani, Marco Di Felice

MARS - TOWARDS MOBILE ASSISTED RSSI SECRET KEY EXTRACTION STRATEGY IN WBANS ........................................................................................................................................................... 703

Jack Hodgkiss, Soufiene Djahel

INTELLIGENCE AT THE IOT EDGE: ACTIVITY RECOGNITION WITH LOW-POWER MICROCONTROLLERS AND CONVOLUTIONAL NEURAL NETWORKS ........................................... 707

Alessandro Ghibellini, Luciano Bononi, Marco Di Felice

MBM-IOT: INTELLIGENT MULTI-BASELINE MODELING OF HETEROGENEOUS DEVICE BEHAVIORS AGAINST IOT BOTNET ........................................................................................................ 711

Jianyu Wang, Jianli Pan

AN UNSUPERVISED ENSEMBLE LEARNING APPROACH FOR NOVELTY-BASED BOTNET DETECTORS .................................................................................................................................. 713

Mehrdad Hajizadeh, Milad Abbaszadeh Jahromi, Thomas Bauschert

CASE STUDY OF ATTRIBUTE BASED ACCESS CONTROL FOR GENOMICS DATA USING NAMED DATA NETWORKING ...................................................................................................... 715

David Reddick, F. Alex Feltus, Susmit Shannigrahi

EVALUATION OF IMPACT OF INTERMEDIATE GPS SPOOFING TO MOBILE TERMINALS ................................................................................................................................................... 717

Tatsuya Ueki, Kazutoshi Yoshii, Shigeru Shimamoto, Katsunari Mizuno, Kenta Matsufuji

ON THE FEASIBILITY OF HANDWRITTEN SIGNATURE AUTHENTICATION USING PPG SENSOR ........................................................................................................................................................... 719

A B M Mohaimenur Rahman, Yetong Cao, Xinliang Wei, Pu Wang, Fan Li, Yu Wang

PROPAGATION CHARACTERISTICS OF 920 MHZ BAND LPWA FOR INSPECTIONS OF POWER TRANSMISSION LINES USING UAVS ........................................................................................ 721

Tekkan Okuda, Hiraku Okada, Hiroki Tanaka, Toshihiro Fujiwara, Nobuo Matsui, Chedlia Ben Naila, Masaaki Katayama

A STUDY ON DYNAMIC COLLECTION OF COOPERATIVE AWARENESS MESSAGES IN V2X SAFETY APPLICATIONS ..................................................................................................................... 723

Chaima Zoghlami, Rahim Kacimi, Riadh Dhaou

ROOFCOIN: A BLOCKCHAIN FOR INTERNET OF VEHICLES BASED ON THE ROOF STANDARD AND VSN .................................................................................................................................. 725

Abdellah Kaci, Abderrezak Rachedi

A RAN SLICING ARCHITECTURE FOR ITS-G5 COOPERATIVE INTELLIGENT TRANSPORT SYSTEM .................................................................................................................................. 727

Meroua Moussaoui, Rachedi Abdennour, Toufik Ahmed, Mohamed Mosbah

BENCHAV: A SECURITY BENCHMARKING FRAMEWORK FOR AUTONOMOUS DRIVING ......................................................................................................................................................... 729

Mohammad Aminul Hoque, Mahmud Hossain, Ragib Hasan

AN INTERACTION PROVENANCE-BASED TRUST MANAGEMENT SCHEME FOR CONNECTED VEHICLES .............................................................................................................................. 731

Mohammad Aminul Hoque, Ragib Hasan

CAVE-VR AND UNITY GAME ENGINE FOR VISUALIZING CITY SCALE 3D MESHES ................... 733 Calvin Davis, Jaired Collins, Joshua Fraser, Haoxiang Zhang, Shizeng Yao, Emily Lattanzio, Bimal Balakrishnan, Ye Duan, Prasad Calyam, Kannappan Palaniappan

DETECTING FORGED AS PATHS FROM BGP GRAPH FEATURES USING RECURRENT NEURAL NETWORKS ................................................................................................................................... 735

Kevin Hoarau, Pierre Ugo Tournoux, Tahiry Razafindralambo

PERFORMANCE OF FEDERATED LEARNING WITH LOCAL DIFFERENTIAL PRIVACY: FEDERATION OR INDIVIDUALƒ ................................................................................................................ 737

Yuta Kakizaki, Koya Sato, Keiichi Iwamura

A DECENTRALIZED MACHINE LEARNING SCHEME WITH INPUT PERTURBATION-BASED DIFFERENTIAL PRIVACY ............................................................................................................. 739

Masakazu Okamoto, Koya Sato, Keiichi Iwamura

CENTAIR: CENTRALITY BASED CROSS LAYER ROUTING FOR SOFTWARE-DEFINED AERIAL NETWORKS .................................................................................................................................... 741

Talip Tolga Sari, Gökhan Seçinti

SUSPICIOUS ARP ACTIVITY DETECTION AND CLUSTERING BASED ON AUTOENCODER NEURAL NETWORKS .................................................................................................... 743

Yuwei Sun, Hideya Ochiai, Hiroshi Esaki

A SCALABLE REAL-TIME DISTRIBUTED MULTIAGENT DECISION MAKING ALGORITHM WITH COST............................................................................................................................ 745

Paul Cotae, Myong Kang, Alexander Velazquez

MACHINE LEARNING-BASED URBAN MOBILITY MONITORING SYSTEM ..................................... 747 Marco Bertolusso, Michele Spanu, Vlad Popescu, Mauro Fadda, Daniele Giusto

DEPLOYMENT OPTIONS OF 5G NETWORK SLICING FOR SMART HEALTHCARE ......................... 749 Rakshitha De Silva, Yushan Siriwardhana, Tharaka Samarasinghe, Madhusanka Liyanage, Mika Ylianttila

ACAR: AN APPLICATION-AWARE NETWORK ROUTING SYSTEM USING SRV6 ............................ 751 Tomoki Sugiura, Keichi Takahashi, Kohei Ichikawa, Hajimu IIda

BASSA-ML — A BLOCKCHAIN AND MODEL CARD INTEGRATED FEDERATED LEARNING PROVENANCE PLATFORM .................................................................................................... 753

Eranga Bandara, Sachin Shetty, Abdul Rahman, Ravi Mukkamala, Juan Zhao, Xueping Liang

THE TRAGEDY OF THE MINERS ............................................................................................................... 760 Vijay Banerjee, Ryan Rabinowitz, Mark Stidd, Rory Lewis, Philip N. Brown, Gedare Bloom

T-HIBE: A NOVEL KEY ESTABLISHMENT SOLUTION FOR DECENTRALIZED, MULTI-TENANT IOT SYSTEMS ............................................................................................................................... 766

Sayon Duttagupta, Dave Singelée, Bart Preneel

ROBUST AND EFFICIENT DATA SECURITY SOLUTION FOR PERVASIVE DATA SHARING IN IOT ........................................................................................................................................... 775

Wassila Lalouani, Mohamed Younis, Mohammad Ebrahimabadi, Naghmeh Karimi

A RESIDUAL LSTM BASED MULTI-LABEL CLASSIFICATION FRAMEWORK FOR PROACTIVE SLA MANAGEMENT IN A LATENCY CRITICAL NFV APPLICATION USE-CASE ................................................................................................................................................................ 782

Nikita Jalodia, Mohit Taneja, Alan Davy, Behnam Dezfouli

A DEEP REINFORCEMENT LEARNING-BASED RESOURCE MANAGEMENT SCHEME FOR SDN-MEC-SUPPORTED XR APPLICATIONS ................................................................................... 790

Bao Trinh, Gabriel-Miro Muntean

COMPETITIVE MULTI-AGENT LOAD BALANCING WITH ADAPTIVE POLICIES IN WIRELESS NETWORKS ............................................................................................................................... 796

Pedro Enrique Iturria-Rivera, Melike Erol-Kantarci

ROBUST FUNCTION DEPLOYMENT AGAINST UNCERTAIN RECOVERY TIME WITH WORKLOAD-DEPENDENT FAILURE PROBABILITY ............................................................................. 802

Mengfei Zhu, Fujun He, Eiji Oki

MISBEHAVIOR DETECTION USING COLLECTIVE PERCEPTION UNDER PRIVACY CONSIDERATIONS ....................................................................................................................................... 808

Manabu Tsukada, Shimpei Arii, Hideya Ochiai, Hiroshi Esaki

A LIGHTWEIGHT PRIVACY-PRESERVING V2I MUTUAL AUTHENTICATION SCHEME USING CUCKOO FILTER IN VANETS ........................................................................................................ 815

Shafika Showkat Moni, D. Manivannan

ON FRAME FINGERPRINTING AND CONTROLLER AREA NETWORKS SECURITY IN CONNECTED VEHICLES .............................................................................................................................. 821

Alessio Buscemi, Ion Turcanu, German Castignani, Thomas Engel

ACCURATELY REDIRECTING A MALICIOUS DRONE .......................................................................... 827 Wenxin Chen, Yingfei Dong, Zhenhai Duan

JAVRIS: JOINT ARTIFICIAL VISUAL PREDICTION AND CONTROL FOR REMOTE-(ROBOT) INTERACTION SYSTEMS ........................................................................................................... 835

Andreas Ingo Grohmann, Johannes V. S. Busch, Adrian Bretschneider-Perez, Christopher Lehmann, Frank H. P. Fitzek

LOCATION INDEPENDENT GESTURE RECOGNITION USING CHANNEL STATE INFORMATION .............................................................................................................................................. 841

Israel Elujide, Chunhai Feng, Aref Shiran, Jian Li, Yonghe Liu

NN-KEY: A NEURAL NETWORK-BASED SECRET KEY FOR DEMAPPING OFDM SYMBOLS ....................................................................................................................................................... 847

Nasim Soltani, Yanyu Li, Deniz Erdogmus, Yanzhi Wang, Kaushik Chowdhury

PERFORMANCE ENHANCEMENT OF ROLLING SHUTTER BASED VISIBLE LIGHT COMMUNICATION VIA SELECTIVE RECEPTION USING DUAL CAMERAS ..................................... 853

Masayuki Kinoshita, Takumi Toguma, Shun Yamaguchi, Sora Ibaraki, Koji Kamakura, Takaya Yamazato

MULTI-CHANNEL AUTHENTICATION FOR SECURE D2D USING OPTICAL CAMERA COMMUNICATION ....................................................................................................................................... 858

Tianwen Li, Yukito Onodera, Yu Nakayama, Daisuke Hisano

TXOP SHARING WITH COORDINATED SPATIAL REUSE IN MULTI-AP COOPERATIVE IEEE 802.11BE WLANS ................................................................................................................................. 864

D. Nunez, F. Wilhelmi, S. Avallone, M. Smith, B. Bellalta

CLUSTERING AND TRANSMIT POWER CONTROL FOR SOCIAL ASSISTED D2D CELLULAR NETWORKS .............................................................................................................................. 871

Rahul Thakur, Swati Agarwal

CAMAF: A FRAMEWORK TO INCREASE SAFETY ON THE ROAD ...................................................... 877 Vincent Charpentier, Erik De Britto E Silva, Seilendria Hadiwardoyo, Johann Marquez-Barja

RESPIRATORY RATE ESTIMATION BASED ON WIFI FRAME CAPTURE .......................................... 881 Takamochi Kanda, Takashi Sato, Hiromitsu Awano, Sota Kondo, Koji Yamamoto

MONITORING ELECTRIC VEHICLES ON THE GO .................................................................................. 885 Davide Aguiari, Ka Seng Chou, Rita Tse, Giovanni Pau

NON-CONTACT BLOOD PRESSURE ESTIMATION BY MICROWAVE REFLECTION EMPLOYING MACHINE LEARNING .......................................................................................................... 889

Hinako Ochi, Jiang Liu, Shigeru Shimamoto

TRACEME: REAL-TIME CONTACT TRACING AND EARLY PREVENTION OF COVID-19 BASED ON ONLINE SOCIAL NETWORKS ................................................................................................ 893

Yesin Sahraoui, Ludovica De Lucia, Anna Maria Vegni, Chaker Abdelaziz Kerrache, Marica Amadeo, Ahmed Korichi

A LOAD BALANCING METHOD USING K-MEANS++ FOR P2P MMORPGS ....................................... 897 Ryo Kambe, Sumiko Miyata

OPTIMIZATION OF QUANTIZED PHASE SHIFTS FOR RECONFIGURABLE SMART SURFACES ASSISTED COMMUNICATIONS ............................................................................................ 901

Maximiliano Rivera, Mohammad Chegini, Wael Jaafar, Safwan Alfattani, Halim Yanikomeroglu

AN EFFICIENT RANGE SEARCH METHOD UTILIZING DETOUR ROUTES IN SKIP GRAPH ............................................................................................................................................................ 905

Yuya Miki, Takeshi Kaneko, Ryohei Banno, Kazuyuki Shudo

SDN-BASED PLATFORM ENABLING INTELLIGENT ROUTING WITHIN TRANSIT AUTONOMOUS SYSTEM NETWORKS ...................................................................................................... 909

Ons Fares, Abdulhalim Dandoush, Nadjib Aitsaadi

AN EXPERIMENTAL PLATFORM FOR HARD TSN ................................................................................. 913 Maël Guiraud, Brice Leclerc, Olivier Marcé

AN OPTIMAL ALLOCATION FRAMEWORK OF SECURITY VIRTUAL NETWORK FUNCTIONS IN 6G SATELLITE DEPLOYMENTS .................................................................................... 917

Antonio Petrosino, Giuseppe Piro, Luigi Alfredo Grieco, Gennaro Boggia

DEMONSTRATION OF VIDEO CONFERENCING TOOL WITH OVERLAY NETWORK PROTOCOL ..................................................................................................................................................... 921

Taiki Yoshikawa, Hijiri Komura, Ren Goto, Kazushige Matama, Chihiro Nishiwaki, Katsuhiro Naito

DEMONSTRATING INTERNET OF SECURE ELEMENTS SERVER ....................................................... 923 Pascal Urien

BAKERYROBOT: 5G CONNECTED ROBOT FOR SMES .......................................................................... 925 Andreas Ingo Grohmann, Christopher Lehmann, Thomas Höschele, Frank H. P. Fitzek

DEMO: AN EXPERIMENTAL ENVIRONMENT BASED ON MINI-PCS FOR FEDERATED LEARNING RESEARCH ................................................................................................................................ 927

Felix Freitag, Pedro Vilchez, Lu Wei, Chun-Hung Liu, Mennan Selimi, Iordanis Koutsopoulos

AN END-TO-END SYSTEM FOR MONITORING IOT DEVICES IN SMART HOMES ........................... 929 Keith Erkert, Andrew Lamontagne, Jereming Chen, John Cummings, Mitchell Hoikka, Kuai Xu, Feng Wang

SMART CITY TECHNOLOGY FOR DISASTER MANAGEMENT: DEMONSTRATING THE USE OF BLUETOOTH LOW ENERGY (BLE) BEACONS FOR EMERGENCY ALERT DISSEMINATION ........................................................................................................................................... 931

Raiful Hasan, Ragib Hasan, Tanveer Islam

DEMONSTRATION OF IN-NETWORK AUDIO PROCESSING FOR LOW-LATENCY ANOMALY DETECTION IN SMART FACTORIES .................................................................................... 933

Huanzhuo Wu, Yunbin Shen, Máté Tömösközi, Giang T. Nguyen, Frank H. P. Fitzek

EXPERIENCING CAMAF FOR SAFER SMART MOBILITY ..................................................................... 935 Vincent Charpentier, Erik De Britto E Silva, Seilendria Hadiwardoyo, Nina Slamnik-Krijestorac, Johann Marquez-Barja

DEMONSTRATION OF MULTI-DIVERSITY WLAN SUPPORTING LOW-LATENCY AND SEAMLESS VIDEO STREAMING ................................................................................................................ 937

Yoshihisa Kondo, Hiroyuki Yomo, Hiroyuki Yokoyama

BITTEILER: DEMONSTRATION OF EFFICIENT AND PRIVATE MASSIVE INDUSTRIAL IOT COMMUNICATIONS ............................................................................................................................. 939

Máté Tömösközi, Maroua Taghouti, Huanzhuo Wu, Frank H. P. Fitzek

TEACHING DISTRIBUTED AND HETEROGENEOUS ROBOTIC CELLS .............................................. 941 Johannes Mey, Sebastian Ebert, Tianfang Lin, Giang T. Nguyen, Stefan Gumhold, Uwe Aßmann

REALISTIC EXPERIMENTATION ENVIRONMENTS FOR INTELLIGENT AND DISTRIBUTED MANAGEMENT AND ORCHESTRATION (MANO) IN 5G AND BEYOND ................. 943

Nina Slamnik-Kriještorac, Paola Soto-Arenas, Miguel Camelo Botero, Luca Cominardi, Steven Latré, Johann M. Marquez-Barja

OBJECT ESTIMATION METHOD FOR EDGE DEVICES INSPIRED BY MULTIMODAL INFORMATION PROCESSING IN THE BRAIN .......................................................................................... 945

Ryoga Seki, Daichi Kominami, Hideyuki Shimonishi, Masayuki Murata, Masaya Fujiwaka

TOWARDS FEASIBILITY OF DEEP-LEARNING BASED INTRUSION DETECTION SYSTEM FOR IOT EMBEDDED DEVICES ................................................................................................. 947

Jonathan Hunter, Brennan Huber, Farah Kandah

TOWARDS INTERNET OF SECURE ELEMENTS ...................................................................................... 949 Pascal Urien

LATENCY GUARANTEE SERVICE SLICE IN 5G AND BEYOND .......................................................... 951 Lijun Dong, Richard Li

A HOST-BASED INVESTIGATION OF IPV6 IN ACADEMIA: THE CASES OF JAPAN AND VIETNAM........................................................................................................................................................ 953

Kien Nguyen, Phi Le Nguyen, Hiroo Sekiya

TOWARD SECURED INTERNET OF THINGS (IOT) NETWORKS: A NEW MACHINE LEARNING BASED TECHNIQUE FOR FINGERPRINTING OF RADIO DEVICES ................................ 955

Abdallah Abdallah, Marcos F. B. De Abreu, Flávio H. T. Vieira, Kleber V. Cardoso

BIANFE: OBJECT IDENTIFICATION AND AUTHENTICATION IN FEDERATED SCENARIOS .................................................................................................................................................... 957

Carolina Gonçalves, Bruno Sousa, Nuno Antunes

IMAGE SIZE REDUCTION BY ROAD-SIDE EDGE COMPUTING FOR WIRELESS RELAY TRANSMISSION AND OBJECT DETECTION ............................................................................................ 959

Weiran Yuan, Kazuki Maruta, Yu Nakayama, Daisuke Hisano, Kei Sakaguchi

TACTILE ELECTRONICS MEETS SOFTWARISED NETWORKS ............................................................ 961 Jens Wagner, Helmuth Morath, Jiajing Zhang, Florian Wieczorek, Lisa Lüneburg, Frank H. P. Fitzek, Giang T. Nguyen

EMERGENCYBLOCK: A BLOCKCHAIN-BASED PUBLIC EMERGENCY ALERT SYSTEM .............. 963 Zeynep Dündar, Oguzhan Kocatürk, Gökhan Seçinti

MULTI-OPERATOR INTELLIGENT UAV DELIVERY NETWORKS IN BEYOND VISUAL LINE OF SIGHT OPERATIONS .................................................................................................................... 965

Anindo Mahmood, Kevin Ramirez Reynoso, Mostafizur Rahman, Sheikh Ariful Islam

USING CFN FOR UNIFORM SAMPLING OF CLOUD-NATIVE DATACENTERS ................................. 967 Aviv Yehezkel, Eyal Elyashiv, Sharon Barkai

DYNAMIC TIME SLOT ALLOCATION ALGORITHM FOR QUADCOPTER SWARMS ....................... 969 Sharif Azem, Anam Tahir, Heinz Koeppl

CONCURRENT TRANSMISSION FOR MULTI-ROBOT COORDINATION ............................................ 975 Sourabha Bharadwaj, Karunakar Gonnabathula, Sudipta Saha, Chayan Sarkar, Rekha Raja

EFFICIENT LOAD MIGRATION SCHEME FOR FOG NETWORKS ........................................................ 981 Mohammed A. Jasim, Nazli Siasi, Nasir Ghani

SECURITY AND PRIVACY EVALUATION METHODS AND METRICS IN VEHICULAR NETWORKS .................................................................................................................................................... 987

Leila Benarous, Saadi Boudjit

OTA-NN: OBSERVATIONAL THERAPY-ASSISTANCE NEURAL NETWORK FOR ENHANCING AUTISM INTERVENTION QUALITY ................................................................................. 993

Minxiao Wang, Ning Yang

IMPROVING SEXTING SAFETY THROUGH MEDIA FORWARDING CONTROL ............................. 1000 Mirko Franco, Ombretta Gaggi, Claudio E. Palazzi

DESIGNING INTERACTIVE SYSTEMS FOR SENIORS: LIVING ON AN ISLAND ............................. 1006 Fabio Pittarello

ON THE SECURITY OF 6G USE CASES: THREAT ANALYSIS OF 'ALL-SENSES MEETING' .......... 1012 Zakaria Laaroussi, Elif Ustundag Soykan, Michael Liljenstam, Utku Gülen, Leyli Karaçay, Emrah Tomur

MACHINE LEARNING SUBSYSTEM FOR AUTONOMOUS COLLISION AVOIDANCE ON A SMALL UAS WITH EMBEDDED GPU .................................................................................................. 1018

Nicholas Polosky, Tyler Gwin, Sean Furman, Parth Barhanpurkar, Jithin Jagannath

REQUIREMENTS AND SPECIFICATIONS FOR THE ORCHESTRATION OF NETWORK INTELLIGENCE IN 6G ................................................................................................................................ 1025

Miguel Camelo, Luca Cominardi, Marco Gramaglia, Marco Fiore, Andres Garcia-Saavedra, Lidia Fuentes, Danny De Vleeschauwer, Paola Soto-Arenas, Nina Slamnik-Krijestorac, Joaquín Ballesteros, Chia-Yu Chang, Gabriele Baldoni, Johann M. Marquez-Barja, Peter Hellinckx, Steven Latré

AIDA-DB: A DATA MANAGEMENT ARCHITECTURE FOR THE EDGE AND CLOUD CONTINUUM ................................................................................................................................................ 1034

Nuno Faria, Daniel Costa, José Pereira, Ricardo Vilaça, Luís Ferreira, Fábio Coelho

ON DESIGNING A MOBILE APP TO SUPPORT PEOPLE WITH COGNITIVE DISABILITIES IN DAILY ACTIVITIES ............................................................................................................................... 1040

Lisa Cesario, Giovanni Delnevo, Massimiliano Malavasi, Lorenzo Desideri, Silvia Mirri

INTEROPERABILITY AND SCALABILITY TRADE-OFFS IN OPEN IOT PLATFORMS .................... 1046 Dener Ottolini, Ivan Zyrianoff, Carlos Kamienski

ALIGNING ACCESSIBILITY DESIGN TO NON-DISABLED PEOPLE’S PERCEPTIONS ................... 1052 Chantal Lengua, Vincenzo Rubano, Fabio Vitali

DYSLEXEASY-APP TO IMPROVE READABILITY THROUGH THE EXTRACTED SUMMARY FOR DYSLEXIC USERS ......................................................................................................... 1058

Marianna Di Gregorio, Marco Romano, Monica Sebillo, Giuliana Vitiello

ON ATTACKS TO FEDERATED LEARNING AND A BLOCKCHAIN-EMPOWERED PROTECTION ............................................................................................................................................... 1064

Christian Esposito, Giancarlo Sperlì, Vincenzo Moscato, Zhongliang Zhao

PATH AND FLOOR DETECTION IN OUTDOOR ENVIRONMENTS FOR FALL PREVENTION OF THE VISUALLY IMPAIRED POPULATION ............................................................. 1070

Xin Wang, Juan Calderon, Navid Khoshavi, Luis G. Jaimes

TRUSTED DECENTRALIZED FEDERATED LEARNING ....................................................................... 1076 Anousheh Gholami, Nariman Torkzaban, John S. Baras

INTEGRATING MOBILE IOT DEVICES INTO THE ARROWHEAD FRAMEWORK USING WEB OF THINGS ......................................................................................................................................... 1082

Chiara Bonsignori, Carlo Puliafito, Antonio Virdis, Enzo Mingozzi, Giuseppe Iannaccone

Author Index