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SEM-O-RAN: Semantic NextG O-RAN Slicing for Data-Driven Edge-Assisted Mobile Applications

Published: 1/31/2025 | Inventor(s): Corrado Puligheddu, Francesco Restuccia, Carla Fabiana Chiasserini
Keywords(s): 5G and beyond, 5G Networks, 6G, Deep learning, Machine Learning, Mobile devices, O-RAN, Semantics, Software-defined Networks
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
Methods for reliable classification of wireless signals

Published: 1/29/2025 | Inventor(s): Salvatore D'Oro, Tommaso Melodia, Francesco Restuccia
Keywords(s): Deep Reinforcement Learning, Machine Learning, wireless signals
Category(s): Technology Classifications > 3. Computer Science > Network communications, Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
Rheology-Informed Neural Networks for complex fluids

Published: 9/10/2024 | Inventor(s): Mohammadamin Mahmoudabadbozchelou, Safa Jamali
Keywords(s): 3D Printer, Adaptive, Artificial intelligence, Biotech, Computational Modeling, Deep learning, Fabrication, Machine Learning, Manufacturing, Materials, Oil/petroleum, Process Engineering
Category(s): Technology Classifications > 2. Physical Science, Technology Classifications > 3. Computer Science, Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Neural Networks, Not in use > -Oil and Gas
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
DeepBeam: Coordination-Free mmWave Beam Management With Deep Waveform Learning

Published: 1/31/2025 | Inventor(s): Michele Polese, Francesco Restuccia, Tommaso Melodia
Keywords(s): 5G Networks, 5g NR, Artificial intelligence, Beam, Beam Management, Communications, Deep learning, Machine Learning, Millimeter Wave Spectrum, Mobile devices, Next-generation Mobile Networks, Phased-Array
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT, Not in use > -Networks
A-Eye: A device for accurately identifying color

Published: 10/16/2024 | Inventor(s): Davoud Hejazi, Swastik Kar, Sarah Ostadabbas
Keywords(s): 2D materials, Artificial eye, Artificial intelligence, color sensing, Machine Learning, spectral estimation, Wavelength estimation
Category(s): Technology Classifications > 2. Physical Science > Sensors/Robotics
System and Method for Joint Computation, Caching, and Forwarding in Data-intensive Dispersive Computing Networks

Published: 1/29/2025 | Inventor(s): Edmund Yeh, Khashayar Kamran
Keywords(s): 5G Networks, Cellular Networks, Data Storage, Distributed Optimization, IoT, Machine Learning, Network Slicing, Next-generation Mobile Networks
Category(s): Technology Classifications > 3. Computer Science > Software

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