31 citations · 33 across the 2 of their papers we have counts for
3 papers
cs.NI2022★ 2 cited
Radio Environment Map and Deep Q-Learning for 5G Dynamic Point Blanking
Marcin Hoffmann, Paweł Kryszkiewicz
Dynamic Point Blanking (DPB) is one of the Coordinated MultiPoint (CoMP) techniques, where some Base Stations (BSs) can be temporarily muted, e.g., to improve the cell-edge users t…
cs.NI2021
Similarity Measures for Location-Dependent MMIMO, 5G Base Stations On/Off Switching Using Radio Environment Map
Marcin Hoffmann, Paweł Kryszkiewicz
The Massive Multiple-Input Multiple-Output (MMIMO) technique together with Heterogeneous Network (Het-Net) deployment enables high throughput of 5G and beyond networks. However, a…
eess.SP2021★ 31 cited
Increasing Energy Efficiency of Massive-MIMO Network via Base Stations Switching using Reinforcement Learning and Radio Environment Maps
Marcin Hoffmann, Pawel Kryszkiewicz, Adrian Kliks
Energy Efficiency (EE) is of high importance while considering Massive Multiple-Input Multiple-Output (M-MIMO) networks where base stations (BSs) are equipped with an antenna array…