## STWiMob'2021: 2021 Fourteenth International Workshop on Selected Topics in Mobile and Wireless Computing - Program

#### STWiMob'21 - ST1: Machine learning approaches

Clustering Unknown IoT Devices in a 5G Mobile Network Security Context via Machine Learning
  Tony Hämmäinen (Finland); Julen Kahles (Ericsson, Finland)
Automatic Diagnosis of Intellectual and Developmental Disorder Using Machine Learning Based on Resting-State EEG Recordings
  Johannes Breitenbach (University of Bayreuth, Germany); Dominik Raab, Eric Fezer and Daniel Sauter (Aalen University, Germany); Hermann Baumgartl and Ricardo Buettner (University of Bayreuth, Germany)
Optimal Trajectory Learning for UAV-Mounted Mobile Base Stations using RL and Greedy Algorithms
  Adhitya Bantwal Bhandarkar (University of New Mexico, USA); Sudharman K Jayaweera (University of New Mexico & Bluecom Systems, USA)
Road Segment Re-Identification in Dashcam Videos
  Yukihiro Tsukamoto (University of Osaka, Japan); Tatsuya Amano, Akihito Hiromori and Hirozumi Yamaguchi (Osaka University, Japan); Teruo Higashino (Kyoto Tachibana University, Japan)

#### STWiMob'21 - ST2: Internet of Things

TAT.py: Tropospheric Analysis Tools in Python
  Marco Zennaro (ICTP - The Abdus Salam International Centre for Theoretical Physics, Italy); Marco Rainone (ICTP, Italy); Ermanno Pietrosemoli (ICTP & Fundacion EsLaRed, Italy)
Experimental Analysis of the Over-The-Air Activation procedure in LoRaWAN
  Chékra El Fehri (ENIS, Tunisia); Nouha Baccour (ReDCAD Research Unit, University of Sfax, Tunisia); Pascal Berthou (CNRS/LAAS - Université de Toulouse, France); Ines Kammoun (National Engineering School of Sfax & University of Sfax, Tunisia)
IoT web-based platform for Athlete's development
  Raouf Brahim and Nidhal Hadj Abdallah (Universite de Moncton, Canada); Yassine Bouslimani (University of Moncton, Canada); Mohsen Ghribi and Azeddine Kaddouri (Université de Moncton, Canada)
The INCLUDING platform for Radiological and Nuclear exercises and training: the Joint Action at the Piraeus port
  Luigi De Dominicis (ENEA, Italy); Spyridion Kolovos (Hellenic Ministry of Defence, Greece); Kakia Panagidi (NKUA, Greece); Ralph Hedel (Fraunhofer Institute IVI, Germany); Karim Boudergui (CEA-LIST, France); Argiro Boziari (Greek Atomic Energy Commission, Greece); Stathes Hadjiefthymiades (University of Athens, Greece)

#### STWiMob'21 - ST3: Wireless 1

Age-of-Information Aware In-band Network Telemetry for Better Network Predictability
  Jetmir Haxhibeqiri and Ramyashree Venkatesh Bhat (IDLab, Ghent University - imec, Belgium); Ingrid Moerman and Jeroen Hoebeke (Ghent University - imec, Belgium)
gr-owc: An Open Source GNURadio-Based Toolkit for Optical Wireless Communications
  Arsalan Ahmed (Habib University, Pakistan); Michael Rahaim (University of Massachusetts Boston, USA)
Analyzing The Throughput of Online Home Users During COVID-19 Pandemic Using Neyman-Scott Cluster Process
  Abdel Karim Ajami (American University of Beirut (AUB), Lebanon); Hassan A. Artail (American University of Beirut, Lebanon)
The Impact of Transmission Power on the Safety-Related Performance of IEEE 802.11p
  Martin Klapez, Carlo Augusto Grazia and Maurizio Casoni (University of Modena and Reggio Emilia, Italy)

#### STWiMob'21 - ST4: Security

An Analysis of Strengths and Weaknesses of TLS Utilization in iOS Applications
  Brian Krupp, Malik Matthews and Josh Hadden (Baldwin Wallace University, USA)
Secure key distribution in heterogeneous interoperable industrial Internet of Things
  Fergal Martin-Tricot, Cédric Eichler and Pascal Berthomé (LIFO - INSA Centre-Val de Loire, France)
Toward a realistic Intrusion Detection System dedicated to smart-home environments
  Olivier Lourme (University of Lille & CNRS, France); Michael Hauspie (University of Lille, France)
Reinforcement Learning Algorithm for Traffic Steering in Heterogeneous Network
  Cezary Adamczyk and Adrian Kliks (Poznan University of Technology, Poland)

#### STWiMob'21 - ST5: Wireless 2

LEO Satellite Beam Management Algorithms
  Oren Markovitz (Ben Gurion University Israel, Israel); Michael Segal (Ben-Gurion University of the Negev, Israel)
Users Selection and Resource Allocation in Intelligent Reflecting Surfaces Assisted Cellular Networks
  Mona Kassem (LABSTICC, Lebanon); Hussein Al Haj Hassan (American University of Science and Technology, France); Abbass Nasser (AUCE, Lebanon); Ali Mansour (ENSTA Bretagne, France); Koffi-Clement Yao (Université de Bretgane Occidentale, France)
Data Reduction and Frame Rate Adaptation in WVSN
  Jana Koteich, Christian Salim and Nathalie Mitton (Inria Lille - Nord Europe, France)
A Trajectory-Driven SISO mm-Wave Channel Model for a Human Activity Recognition
  Nurilla Avazov, Rym Hicheri and Matthias Pätzold (University of Agder, Norway)

#### Opening Ceremony

#### Keynote1: Disruptive Technologies for Future 6G Networks

#### Abstract

In this talk we will review emerging disruptive technologies expected to shape future 6G networks. Several topics will be covered comprising, AI-driven automation for industry verticals, O-RAN network disaggregation, smart surfaces and wireless sensing. Early research results will be presented on these topics along with major joint academia-industry efforts in large-scale projects.

#### Biography

Xavier Costa-Pérez is ICREA Research Professor, Scientific Director at the i2cat Research Center and Head of 6G Networks R&D at NEC Laboratories Europe. His research focuses on the digital transformation of society driven by the interplay of mobile networks and AI. His team generates research results which are regularly published at top scientific venues, produces innovations which have received several awards for successful technology transfers, participates in major European Commission R&D collaborative projects and contributes to multiple standardization bodies.

#### Keynote2: Towards Environment-Aware Wireless Networks

#### Abstract

The role of Internet and Communication Technology (ICT) in bringing about a revolution in almost all aspects of human life needs no introduction. It is indeed a well-known fact that the transmission of the information at a rapid pace has transformed all spheres of human life such as economy, education, and health to name a few. In this context, and as the standardization of the fifth generation (5G) of wireless communication systems (WCSs) has been completed, and 5G networks are in their early stage of deployment, the research visioning and planning of the sixth generation (6G) of WCSs are being initiated. 6G is expected to be the next focus in wireless communication and networking and aim to provide new superior communication services to meet the future hyper-connectivity demands in the 2030s. In addition, keeping in mind that urbanized populations have been the major beneficiary of the advances offered by the previous generations of WCSs and motivated by the recently adopted united nation sustainability development goals intended to be achieved by the year 2030, 6G networks are anticipated to democratize the benefits of ICT and to bring global connectivity in a sustainable fashion in order to contribute to developing tomorrow's digitally inclusive and green world. In this context, this talk aims to (i) provide an envisioned picture of 6G, (ii) serve as a research guideline in the beyond 5G era, and (iii) go over some of the recently proposed green technologies to offer high-speed connectivity not only in urban environments but also in under-covered areas in order to serve and contribute to the development of far-flung regions.

#### Biography

Mohamed-Slim Alouini was born in Tunis, Tunisia. He received the Ph.D. degree in Electrical Engineering from the Califonia Institute of Technology (Caltech) in 1998. He served as a faculty member at the University of Minnesota then in the Texas A&M University at Qatar before joining in 2009 the King Abdullah University of Science and Technology (KAUST) where he is now a Distinguished Professor of Electrical and Computer Engineering. He is a Fellow of the IEEE as well as of the OSA and he is currently particularly interested in addressing the uneven global distribution, access to, and use of information and communication technologies in far-flung, low-density populations, low-income, and/or hard-to-reach areas.