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SplitBeam: Rethinking Beamforming Feedback in MU-MIMO Wi-Fi Systems Through Split Neural Networks

Published: 1/31/2025 | Inventor(s): Niloofar Bahadori, Francesco Restuccia, Marco Levorato, Yoshitomo Matsubara
Keywords(s): Deep learning, MU-MIMO, Split Computing, Wi-Fi
Category(s): Technology Classifications > 3. Computer Science
ReWiS: Reliable Wi-Fi Sensing Through Few-Shot Multi-Antenna Multi-Receiver CSI Learning

Published: 2/3/2025 | Inventor(s): Niloofar Bahadori, Francesco Restuccia
Keywords(s): 5G Networks, 6G, Wi-Fi
Category(s): Technology Classifications, Technology Classifications > WIoT, Technology Classifications > 3. Computer Science > IoT
Method for Spectrum Sharing by Cellular and WiFi Networks Based on Cognitive Beamforming

Published: 1/31/2025 | Inventor(s): Lorenzo Bertizzolo, Tommaso Melodia
Keywords(s): 5g NR, Spectral Efficiency, Spectrum Sharing, Unlicensed Spectrum Band, Wi-Fi
Category(s): Technology Classifications > 3. Computer Science > Network communications, Technology Classifications > WIoT, Not in use > -Networks, Not in use > -Communications
Mechanisms for Adversarial Machine Learning in Wireless Systems

Published: 2/3/2025 | Inventor(s): Francesco Restuccia, Salvatore D'Oro, Tommaso Melodia
Keywords(s): IoT, Machine Learning, Wi-Fi
Category(s): Technology Classifications > 3. Computer Science > Software, Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
Method and Apparatus for Efficient Access Point Discovery Based on Learning CSI in Dense Wi-Fi Networks

Published: 9/10/2024 | Inventor(s): Kaushik Chowdhury, Kunal Sankhe, Dheryta Jaisinghani
Keywords(s): Access Point, Artificial intelligence, Machine Learning, Wi-Fi
Category(s): Technology Classifications > 3. Computer Science > IoT, Not in use > -Networks, Not in use > -Communications

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