Featured Publications

Appropriate data rate selection at the physical layer is crucial for Wi-Fi network performance: too high rates lead to loss of data …
Code DOI ScienceDirect

Reinforcement learning (RL) is emerging as a promising framework for training intelligent agents to solve complex problems. However, …
Code DOI ScienceDirect

Data rate selection algorithms for Wi-Fi devices are an important area of research because they directly impact performance. Most of …
Preprint Code DOI

Machine learning (ML) has gained attention from the network research community because it can help solve difficult problems and …
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The legacy approach to solve coexistence problems between multiple wireless networks operating in the same frequency bands is through …
PDF DOI IEEE Xplore ResearchGate

Recent Posts

For the upcoming academic year I propose the following topics: [THIS TOPIC IS RESERVED] An IEEE 802.11bn Coordinated Beamforming …
3 min read

For the upcoming academic year I propose the following topics: Implementation and Validation of a Reinforcement Learning-Based Rate …
2 min read

Miejsce zatrudnienia Instytut Telekomunikacji (AGH w Krakowie) w ramach projektu NCN “MLDR: Interfejs radiowy oparty na uczeniu …
2 min read

For the upcoming academic year I would like to propose the following topics/areas for obtaining a master’s degree: Optimizing …
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For the upcoming academic year I would like to propose the following general topics (to be specified later with selected candidates): …
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Teaching

Engineer and master’s thesis topics

In the 2024–2025 academic year I teach the following courses:

I will also be giving guest lectures for the following courses:

If you’re writing a project report or a diploma thesis, be sure to check these editorial guidelines.

Accomplish­ments

Teaching Award

WRSS WIET Jan 2023
I was nomitated by students as the top educator in my Institute
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Best Paper Award

ACM Dec 2021
Best paper award at ACM MSWiM ‘21 for No Reservations Required: Achieving Fairness between Wi-Fi and NR-U with Self-Deferral Only
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Awarded NCN OPUS 20 + LAP grant

NCN Nov 2021
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Finalist of the Teaching Laurel competition

AGH University Oct 2020
I was nominated in the Class Teacher (Prowadzący ćwiczenia) category of the Teaching Laurel (Laur Dydaktyka) competition organized by URSS.
Source

Supervisor of an awarded diploma thesis

AGH University Sep 2020
Witold Wydmański, whom I supervised, became a laurate of the Department of Telecommunication’s competition for the best diploma thesis in 2020 for his thesis ‘Applying Machine Learning Algorithms for Setting the Contention Window Value in IEEE 802.11 Networks’.
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Awarded Motorola Solutions Foundation Grant

Motorola Solutions Foundation Feb 2019
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Supervisor of an awarded diploma thesis

Polish Association of Telecommunication Engineers (PATE) Jul 2018
Kamil Słowik, whom I supervised, became a laurate of the PATE’s competition for the best diploma thesis in 2018 for his thesis ‘Performance Evaluation of IEEE 802.11n/ac Networks with Frame Aggregation’.
Source

Recent Publications

(2024). Using ranging for collision-immune IEEE 802.11 rate selection with statistical learning. Computer Communications 225:10-26, 2024.

Code DOI ScienceDirect

(2024). Reinforced-lib: Rapid prototyping of reinforcement learning solutions. SoftwareX, vol. 26, 2024.

Code DOI ScienceDirect

(2024). Channel Access in Wireless Smart Grid Networks Operating under ETSI Frame-Based Equipment Rules. Energies.

PDF Code DOI

(2023). FTMRate: Collision-Immune Distance-based Data Rate Selection for IEEE 802.11 Networks. WoWMoM 2023.

Preprint Code DOI

(2022). Using Dynamic Programming to Optimize Cellular Networks Modeled as Graphical Games. Infocommunications Journal.

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