3 papers
cs.AI2026
Towards Energy Impact on AI-Powered 6G IoT Networks: Centralized vs. Decentralized
Anjie Qiu, Donglin Wang, Sanket Partani +2
The emergence of sixth-generation (6G) technologies has introduced new challenges and opportunities for machine learning (ML) applications in Internet of Things (IoT) networks, par…
eess.SP2026
Deep Learning-Based Physical Layer Authentication Using 5G NR Sounding Reference Signals: A Temporal Generalization Study on Real Testbed Data
Sachinkumar B. Mallikarjun, Marvin Reski, Andreas Weinand +1
Physical Layer Authentication (PLA) exploits the spatial uniqueness of wireless channel characteristics in order to authenticate devices without recourse to higher-layer cryptograp…
eess.SP2026
Keep Private Networks Private II: Wideband Secret Key Generation on a Real 5G NR Testbed
Sachinkumar B. Mallikarjun, Christoph Lipps, Marvin Reski +3
Secret key generation (SKG) from wireless channel reciprocity has been demonstrated on WiFi, LTE, and LoRaWAN, but has never been demonstrated on 5G New Radio (NR) Sounding Referen…