3 papers
cs.NI2026
Physics-Informed Transformer for Multi-Band Channel Frequency Response Reconstruction
Anatolij Zubow, Joana Angjo, Sigrid Dimce +1
Wideband channel frequency response (CFR) estimation is challenging in multi-band wireless systems, especially when one or more sub-bands are temporarily blocked by co-channel inte…
cs.NI2025
Coordinated Spatial Reuse Scheduling With Machine Learning in IEEE 802.11 MAPC Networks
Maksymilian Wojnar, Wojciech CiÄżobka, Artur Tomaszewski +9
The densification of Wi-Fi deployments means that fully distributed random channel access is no longer sufficient for high and predictable performance. Therefore, the upcoming IEEE…
cs.NI2024
Ns3 meets Sionna: Using Realistic Channels in Network Simulation
Anatolij Zubow, Yannik Pilz, Sascha Rösler +1
Network simulators are indispensable tools for the advancement of wireless network technologies, offering a cost-effective and controlled environment to simulate real-world network…