SIS PUT | mgr inż. Marcin Hoffmann

1.

Increasing energy efficiency of Massive-MIMO network via base stations switching using reinforcement learning and radio environment maps / Marcin Hoffmann (WIiT), Paweł Kryszkiewicz (WIiT), Adrian Kliks (WIiT) // Computer Communications - 2021, vol. 169, p. 232-242

Scientific article 140.0 3.167
2.

Reinforcement Learning for Energy-Efficient 5G Massive MIMO: Intelligent Antenna Switching / Marcin Hoffmann (WIiT), Paweł Kryszkiewicz (WIiT) // IEEE Access - 2021, vol. 9, p. 130329-130339

Scientific article 100.0 3.367
3.

Modeling of Real Time Kinematics localization error for use in 5G networks / Marcin Hoffmann (WIiT), Paweł Kryszkiewicz (WIiT), George P. Koudouridis // EURASIP Journal on Wireless Communications and Networking - 2020, vol. 2020, p. 31-1-31-19

Scientific article 70.0
4.

Wykorzystanie uczenia ze wzmocnieniem do optymalizacji zbioru aktywnych stacji bazowych w heterogenicznej sieci M-MIMO / Marcin Hoffmann (WIiT), Paweł Kryszkiewicz (WIiT) // Przegląd Telekomunikacyjny, Wiadomości Telekomunikacyjne - 2020, nr 7-8, p. 207-211

Scientific article / paper 5.0

1.

Similarity Measures for Location-Dependent MMIMO, 5G Base Stations On/Off Switching Using Radio Environment Map / Marcin Hoffmann (WIiT), Paweł Kryszkiewicz (WIiT) // W: IEEE 22nd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) 2021: IEEE, 2021 - p. 286-291

Chapter in monograph / paper 20.0 140.0
2.

A Reinforcement Learning Approach for Base Station On/Off Switching in Heterogeneous M-MIMO Networks / Marcin Hoffmann (WIiT), Adrian Kliks (WIiT), Paweł Kryszkiewicz (WIiT), George P. Koudouridis // W: IEEE 21st International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM) 2020: IEEE, 2020 - p. 170-172

Chapter in monograph / paper 20.0 140.0
3.

Localization techniques for 5G Radio Environment Maps / Marcin Hoffmann (WEiT), Hanna Bogucka (WEiT) // W: Cognitive Radio-Oriented Wireless Networks, : 14th EAI International Conference, CrownCom 2019, Poznan, Poland, June 11-12, Proceeddings / red. Adrian Kliks (WEiT), Paweł Kryszkiewicz (WEiT), Faouzi Bader, Dionysia Triantafyllopoulou, Carlos Caicedo, Sezgin Aydin, Nikos Dimitriou, Michał Sybis (WEiT): Springer, 2019 - p. 232-246

Chapter in monograph / paper 20.0

Doctoral school student