Teaching at JKU Linz
Open theses and practical projects on mobile networked systems topics.
In case of interest, feel free to contact me at karin_anna.hummel@jku.at (in the initial meeting/information exchange, we will discuss details about the topics).
| Responsible networking | The Internet has become a cornerstone of modern economy and society, beyond its role as a network of networks, connecting heterogeneous computers and machines. AI in networking, security threats, privacy threats, and energy hungry networking equipment
demand a rethinking of the Internet with respect to societal needs and demands. Providing solutions capable of establishing this connection, should be addressed in this work.
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| Human-drone teaming | With the advent of drones in various civilian service fields (agriculture, construction, delivery, entertainment, etc.),
drones may be considered as team-mates in cyber-teams consisting of humans and machines. Development of interaction options, drone learning, distance
keeping are addressed in this line of research. |
| Performance of networked drones (UAVs) | UAVs operate in 3D with a certain level of autonomy. To form multi-drone and human-drone teams, it is necessary to understand the timing aspects (delays) in these cyber-physical distributed systems in order to provide proper control rules. One aspect of particular interest is the anticipated drone movement in the near future. |
| Proactive mobility management in 5G/6G networks | Mobility management in cellular networks requires efficient handover of mobile devices between network access nodes (eNodeB, e.g.). When knowing the mobility of the mobile device, optimization options are possible. This line of research studies the opportunities that open up when pro-actively considering future possible connectivity during handover decisions. |
Supervised PhD, master, and bachelor students (ongoing)
Manuela Pollak (PhD student, co-supervision with Prof. G. Kotsis): Human-drone teaming
Heriansyah Najemi (PhD student, co-supervision with Prof. G. Kotsis): Predictive car communication
Fabian Weissenboeck (master student): Access and movement detection in mass sport events by BLE
Christoph Pargfrieder (master student): Mobility modeling for advanced 5G handover
Matthias Zweckmayr, Severin Prandstetter (master students): Human emotion as a learning signal in human-drone teaming
Alexander Ritt (master student): Feature assessment for gait recognition on smart phones: use case physical rehab
Barbara Nussbaummueller (master student): Contact tracing by mobile technologies beyond BLE
Martin Steinscherer (master student): Learning transportation preferences in mobile apps
Raffaela Petershofer (bachelor student): Sustainable Wi-Fi operation
Leon Schnetzer(bachelor student): Detecting and visualizing every-day radio environment by SDR
Daniela Giritzer (bachelor student): Energy-saving by self-awareness in the smart home
Florian Lehner (bachelor student): Network performance prediction by LSTMs
Supervised PhD, master, and bachelor students (finished)
Mehmet Tasdemir (bachelor student): Indoor / Outdoor Detection by Smartphone Sensors, September 2024
Christoph Firlinger (bachelor student): Lane Change Decision Making on Highways Implemented in SUMO, January 2024
Alexander Hütter (master student): Managing IoT-based Citizen Science by Blockchain Technologies, November 2023
Manuel Sollinger (AI master student): Machine-learning-based Identification of Urban Parking Search Traffic, September 2023
Johannes Krahofer (master student): Out-of-the box IoT application development, August 2023
Jayaraman Ramya (master student): COVID-19 App to Fight the Pandemic, October 2022
Fabian Weissenboeck (bachelor student): Design and Implementation of a Smart Office System, October 2022
Sebastian Ortner (bachelor student): Evaluating the usefulness of mobile contact-tracing technologies in the context of the COVID-19 pandemic, July 2022
Kai Knabl (master student, co-supervision with Prof. M. Sonntag): Design, Implementation and Evaluation of a Mobile Security Scanner App for Smart Home Users, July 2022
Jakob Peham (bachelor student): GEOPAD - Geo Enhanced Opportunistic Proactive Ad-hoc Distance vector routing protocol for flying UAV networks, July 2022
Muthukumar Neelamegam (master student): PREDICTING AIR QUALITY USING WEATHER FORECASTING AND MACHINE LEARNING, March 2022
Alexander Mayr (bachelor student): Implementation and Evaluation of a Distributed Framework for Vision-based Drone Control, December 2021
Daniel Hofer (master student): Proactive Energy Management Through Forecasting in Off-Grid Homes, November 2021
David Mair, Mateo Adzaga (bachelor students): Design and Implementation of a Parking Space Monitoring System, September 2021
Tobias Schwap (bachelor student): Machine learning based push-up workout planning in a mobile sports app, July 2021
Gudrun Huszar (master student): A monitoring framework for LoRaWAN-based IoT applications, June 2021
Jakob Zethofer (bachelor student): Gesture-based distance control for drones, April 2021
Simon Huemer (bachelor student): Comparison of book detection approaches for drones, March 2021
Alexander Freistetter (master student): Human-drone teaming, May 2020
Christopher Rumplmayr (bachelor student): Cooperative channel adaptation of wireless home routers, April 2020
Thomas Neuhauser (master student): Real-time performance prediction in wireless networks, November 2019
Simon Karlicher (bachelor student): A testing framework for distributed drone control, July 2019
Johannes Mittendorfer (master student): Block-chain for the Internet of Things, April 2019
Clemens Wolf Bartl (bachelor student): Designing a mobile scanner for wireless frequency utilization in 3D, April 2019
Johannes Krahofer (bachelor student): Supporting human-drone interaction by a distributed system architecture, November 2018
Markus Hiesmair (master student): Reliable drive-by parking space detection, September 2018
Alexander Ritt (bachelor student): Identifying the limitations of accelerator-based physical exercise recognition, March 2018
Lectures
Seminar in Pervasive Computing: IoT (Internet of Things), spring 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024
Mobile Computing, autumn 2015/16, spring 2016, autumn 2016/17, 2017/18, 2018/19, 2019/20, 2020/21, 2021/22, 2022/23, 2023/24, 2024/25
Advanced Software Development (oral lecture on Java object-oriented programming), spring 2022, spring 2023, spring 2024, autumn 2024/25
Software Development 2 (practical lecture on Java object-oriented programming), spring 2016, spring 2017, autumn 2017/18, spring 2018, autumn 2018/19, spring 2019, autumn 2019/20, spring 2020, autumn 2020/21, spring 2021, autumn 2021/22
Project in Pervasive Computing, Networking, Software Engineering (practical), 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024
Ongoing participation in master's and bachelor's seminars since 2015
Teaching at University of Applied Sciences Technikum Wien
Lectures
Computer Networks, spring 2016, 2017, 2018, 2019, 2020
App Development, spring 2016 and 2017
Teaching at ETH Zurich
Co-supervised PhD student (finished)
Mahdi Assadpour: Location-aware forwarding in micro aerial vehicle networks (2015)
Co-supervised master and semester students (finished)
Mario Burger and Fabian Schuiki: Mission-aware forwarding in micro aerial vehicle networks, semester thesis (2015)
Jan Haller: Hybrid opportunistic networking, master thesis (2014)
Stefan Draskovic: Designing a routing algorithm for UAV swarms based on simulation and measurements, semester thesis (2014)
Sandra Siby: Energy profiles of opportunistic networking operations, semester thesis (2013)
Ramon Hofer: Aerial Wi-Fi communications, semester thesis (2013)
Adrian Friedli: Routing in multi-hop aerial Wi-Fi networks, semester thesis (2012)
Lectures
Communication Networks (parts on WLAN MAC, transport protocols), spring 2012, 2013, 2014, 2015
Guest lecture on Mobility Modeling in the frame of Advanced Topics in Communication Networks, autumn 2011, 2012 and SDN for Mobile Networks in the frame of Advanced Topics in Communication Networks 2014: Software Defined Networks
Teaching at University of Vienna
Co-supervised PhD students (finished)
Andrea Hess: Representative Mobility Modeling and Its Application to Disruption-Tolerant Networking (2014)
(until 2011) Danilo Valerio: Leveraging Cellular Networks for Intelligent Transportation Systems: Road Traffic Inference and I2V Communication (2014)
(until 2011) Muhammad Imran: Provenance in Clouds (2014)
(guest research visit, 6 months in 2010) Igor Pernek, student of University of Maribor, Mobile assistants for healthy living (2013)
Diploma and bachelor theses (finished)
Cornelia Travnicek: Intelligent Transportation Systems - Reduction of Network Disruptions by Means of Opportunistic Networking, 2009
Igor Pernek: Lowering the Communication Barrier with the Help of Mobile Social Networks (Co-Supervision; extern: University of Maribor, Slovenia), 2009
Martin Spitzer: [German] Verteilte Kontextakquisition und Serviceausfuehrung im Einsatz fuer Mobile Business Solutions, 2009 (external: TU Wien)
Martin Christl: [Austrian Grid Project] Movement-aware Data Collection and Integration into a Data Grid, 2008
Stefan Niessner: Self-adapting Personal Assistants in Ubiquitous Computing Enviroments, 2008 (external: TU Wien)
Andrea Hess: Context-Sensing Framework, 2008 (Co-supervision; external: TU Wien)
Stefan Zahradnik: [German] Sicherstellung der Privatsphaere in ubiquitaeren RFID basierten Systemen, 2007
Georg Boehs: [Austrian Grid Project] Mobile Access to Grid Knowledge Discovery Services, 2007 (external: TU Wien)
Gerda Jelleschitz: Robust Decentralized Job Scheduling in Mobile Ad-hoc Grids, 2006
Andreas Trost: Mobility Models, 2006 (Co-supervision, external: TU Wien)
Thomas Strini: Consensus and Voting using JavaSpaces, 2005 (Co-supervision)
Martin Bernhardt: [German] Multimediale und traditionelle Bueroapplikationen auf mobilen Telephonen - Java-basierte Fallstudie und Ableitung von Anforderungen, 2003 (Co-supervision)
Horst Weissenboeck: Mobile-Learning, 2002 (Co-supervision)
Lectures
Mobile Computing (VU, oral lecture and lab): SS 2014, SS 2013, SS 2011, SS 2010, SS 2009, SS 2008, SS 2007, FS (WS) 2005/2006
KFK-VS/PVS: [German] Praktikum Vernetzte Systeme (Lab on Networked Systems, formerly: Praktikum Wireless Systems): FS (WS) 2010/11, FS 2009/2010, FS 2008/2009, FS 2007/08, SS 2007, SS 2006, SS 2005, SS 2004, SS 2003
Great Principles of IT, SE (seminar): FS (WS) 2010/11, FS 2009/10, FS 2008/09
[German] Technische Grundlagen und Systemsoftware, UE (Technical Basics of Computer Science and Systemsoftware -- laboratory lecture): FS (WS) 2007/08, FS 2006/07
Advanced Media Technologies, VU (oral lecture and lab): FS (WS) 2006/07
[German] Grundzuege der Informatik VI - Programming Techniques: SS 2001, SS 2000
Communication Systems, [German] Kommunikationssysteme (KS), Lab Lectures: FS (WS) 1998/99 -- SS 2002
[German] Proseminar aus Wirtschaftsinformatik: SS 2000, SS 1999