Publications
- M. Le, B. Peng, E. Jorswieck, “WiFi-CUTS: Rate Adaptation with Cascaded Unimodal Multi-Armed Bandits in IEEE 802.11ac Testbed Experiments”, in IEEE Transaction on Communications, submitted.
- M. Le, E. Jorswieck, “Rate Adaptation in IEEE 802.11ac: Testbed Experiments with Minstrel-Thompson Sampling,” in IEEE Globecom 2025: submitted.
- M. Le et al., “Multi-Armed Bandits in IEEE 802.11ac: Efficient Algorithms and Testbed Experiments,” in CQR 2024 - IEEE International Workshop Technical Committee on Communications Quality and Reliability: Proceedings, Sep. 2024, pp. 7–12. doi: 10.1109/cqr62340.2024.10705888.
- S. P. Pawar et al., “Open-source Resource Control API for real IEEE 802.11 Networks,” in Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, ACM MobiCom ’24, Dec. 2024, pp. 1866–1873. doi: 10.1145/3636534.3697314.
- S. Rezvani, P.-H. Lin, M. Le, and E. Jorswieck, “Legitimate against Illegitimate IRSs on MISO Wiretap Channels,” in 12th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2022), Jun. 2022, pp. 445–449. doi: 10.1109/sam53842.2022.9827890.
Talks
- Multi-Armed Bandits für WLAN-Optimierung (in German), Interdisziplinäres Seminar des Masterstudiengangs Digitale Kommunikation und Medientechnologie, Nov. 2024.
- Multi-Armed Bandits in IEEE 802.11ac: Efficient Algorithms and Testbed Experiments, AssiEx 2024 @ Telenor, 23th Aug. 2024.
- Multi-Armed Bandits in Wi-Fi (in German) - YouTube Link, Freifunk/openWRT @ c-base in Berlin, 23th Jan. 2024.
- Introduction to Multi-Armed Bandits, Advanced Topics in Communications Theory, Dec. 2022.
- Machinelles Lernen für Wi-Fi (in German), VDE ProfDate, Oct. 2021.
Courses
- Technology and Innovation Management (previous: Management of Research and Development Processes) (Winter term 2020/21 - Winter term 2024/25)
- Introduction to Programming for Non-Computer Scientists (Winter term 2022/23 - Winter term 2024/25)
- Advanced Topics in Communications Theory (Winter term 2022/23)
- Signals and Systems (Summer term 2021 - Winter term 2023/24)
- Information Theory (Winter term 2020/21 - Winter term 2022/23)
- Optimization and Game Theory (Summer term 2020 - Summer term 2022)
Supervised Students
Master Thesis
- T. R. - Efficient Resource Allocation in IEEE 802.11 networks using Multi-Armed Bandits (Dec 2022 - June 2023)
- Z. C. - Proactive Resource Allocation for Vehicular Communication with Deep Reinforcement Learning (Feb 2021 - Aug 2021)
HiWi
- P. K. - Support in Python Programming Lecture (Nov 2022 - Sep 2024)
- S. P. - Support in Signals and Systems Tutorial (April 2022 - Sep 2022)
- J. B. - Development of Tools for Monitoring Resources of Simulation PCs (Feb 2022 - Jan 2023)
- V. L. - Support in Signals and Systems Tutorial (Jan 2022 - June 2022)
- T. R. - Implementation of Python Jupyter Notebooks for Lectures (Jan 2021 - Aug 2021)
Student Seminar
- W. W. - How AI plays Games with Imperfect Information (Summer term 2023)
- J. P. - How AI plays Hide and Seek (Winter term 2021)
- D. S. - Game Theory in Wireless Resource Management (Winter term 2020)
Advanced Topics in Communications
- I. S. - Cascaded Multi-Armed Bandits (Feb 2024)
University Projects
- F. P. - Climate Crisis Clock (2023 - discontinued)
Institute Tasks
Responsibilies
- TUBS IfN Website Admin
- Beverage manager and fridge checker
- Poster print manager
- Table tennis comitee member and founder
Projects
- Introduction of Jupyter Notebooks for Teaching with automated grading, introduced to:
- TU Braunschweig through TU Insights: Digitales in der Lehre (23th Nov. 2021 - StudIP Link)
- Leichtweiß-Institute for Hydraulic Engineering and Water Resources
- Institute for Materials Science
- Literature library - discontinued
- Project Management Software (openproject) - discontinued
