Over-the-Air Edge Inference via End-to-End Metasurfaces-Integrated Artificial Neural Networks
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Stylianopoulos, Kyriakos, Di Lorenzo, Paolo, Alexandropoulos, George C. |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Metasurfaces-Integrated Wireless Neural Networks for Lightweight Over-The-Air Edge Inference
par: Stylianopoulos, Kyriakos, et autres
Publié: (2026)
par: Stylianopoulos, Kyriakos, et autres
Publié: (2026)
Integrating Stacked Intelligent Metasurfaces and Power Control for Dynamic Edge Inference via Over-The-Air Neural Networks
par: Stylianopoulos, Kyriakos, et autres
Publié: (2025)
par: Stylianopoulos, Kyriakos, et autres
Publié: (2025)
Over-the-Air Goal-Oriented Communications
par: Stylianopoulos, Kyriakos, et autres
Publié: (2025)
par: Stylianopoulos, Kyriakos, et autres
Publié: (2025)
Over-The-Air Extreme Learning Machines with XL Reception via Nonlinear Cascaded Metasurfaces
par: Stylianopoulos, Kyriakos, et autres
Publié: (2026)
par: Stylianopoulos, Kyriakos, et autres
Publié: (2026)
Near-Field Beam Tracking with Extremely Large Dynamic Metasurface Antennas
par: Gavriilidis, Panagiotis, et autres
Publié: (2024)
par: Gavriilidis, Panagiotis, et autres
Publié: (2024)
Metasurface-Based Receivers with $1$-bit ADCs for Multi-User Uplink Communications
par: Gavriilidis, Panagiotis, et autres
Publié: (2024)
par: Gavriilidis, Panagiotis, et autres
Publié: (2024)
Extremely Large Full Duplex MIMO for Simultaneous Downlink Communications and Monostatic Sensing at Sub-THz Frequencies
par: Alexandropoulos, George C., et autres
Publié: (2025)
par: Alexandropoulos, George C., et autres
Publié: (2025)
Joint Near-Field Target Tracking and Communications with Full Duplex Holographic MIMO
par: Gavras, Ioannis, et autres
Publié: (2024)
par: Gavras, Ioannis, et autres
Publié: (2024)
Over-the-Air Semantic Alignment with Stacked Intelligent Metasurfaces
par: Pandolfo, Mario Edoardo, et autres
Publié: (2025)
par: Pandolfo, Mario Edoardo, et autres
Publié: (2025)
MIMO MAC Empowered by Reconfigurable Intelligent Surfaces: Capacity Region and Large System Analysis
par: Moustakas, Aris L., et autres
Publié: (2024)
par: Moustakas, Aris L., et autres
Publié: (2024)
Near-Field Localization with $1$-bit Quantized Hybrid A/D Reception
par: Gavras, Ioannis, et autres
Publié: (2024)
par: Gavras, Ioannis, et autres
Publié: (2024)
Adaptive Semantic Token Communication for Transformer-based Edge Inference
par: Devoto, Alessio, et autres
Publié: (2025)
par: Devoto, Alessio, et autres
Publié: (2025)
Lightweight Security for Ambient-Powered Programmable Reflections with Reconfigurable Intelligent Surfaces
par: Kunz, Andreas, et autres
Publié: (2025)
par: Kunz, Andreas, et autres
Publié: (2025)
Electromagnetically-Consistent Modeling and Optimization of Mutual Coupling in RIS-Assisted Multi-User MIMO Communication Systems
par: Wijekoon, Dilki, et autres
Publié: (2024)
par: Wijekoon, Dilki, et autres
Publié: (2024)
Physically-Consistent Modeling and Optimization of Non-local RIS-Assisted Multi-User MIMO Communication Systems
par: Wijekoon, Dilki, et autres
Publié: (2024)
par: Wijekoon, Dilki, et autres
Publié: (2024)
Indoor Channel Characterization with Extremely Large Reconfigurable Intelligent Surfaces at $300$ GHz
par: Cardoso, Fabio, et autres
Publié: (2025)
par: Cardoso, Fabio, et autres
Publié: (2025)
Adaptive Polynomial Chaos Expansion for Uncertainty Quantification and Optimization of Horn Antennas at SubTHz Frequencies
par: Papadopoulos, Aristeides D., et autres
Publié: (2024)
par: Papadopoulos, Aristeides D., et autres
Publié: (2024)
Evaluating Beam Sweeping for AoA Estimation with an RIS Prototype: Indoor/Outdoor Field Trials
par: Vordonis, Dimitris, et autres
Publié: (2025)
par: Vordonis, Dimitris, et autres
Publié: (2025)
Interference Cancellation for OTFS-Based Over-the-Air Computation
par: Huang, Xinyu, et autres
Publié: (2024)
par: Huang, Xinyu, et autres
Publié: (2024)
Multi-RIS-Empowered Communication Systems: Capacity Analysis and Optimization
par: Moustakas, Aris L., et autres
Publié: (2025)
par: Moustakas, Aris L., et autres
Publié: (2025)
Decentralized Cooperative Beamforming for BDRIS-Assisted Cell-Free MIMO OFDM Systems
par: Katsanos, Konstantinos D., et autres
Publié: (2026)
par: Katsanos, Konstantinos D., et autres
Publié: (2026)
Integrating Sensing and Communications in 6G? Not Until It Is Secure to Do So
par: Su, Nanchi, et autres
Publié: (2025)
par: Su, Nanchi, et autres
Publié: (2025)
Joint 3D User and 6D Hybrid Reconfigurable Intelligent Surface Localization
par: Ghazalian, Reza, et autres
Publié: (2024)
par: Ghazalian, Reza, et autres
Publié: (2024)
Analog Over-the-Air Federated Learning with Interference-Based Energy Harvesting
par: Khel, Ahmad Massud Tota, et autres
Publié: (2025)
par: Khel, Ahmad Massud Tota, et autres
Publié: (2025)
Receiving RISs: Enabling Channel Estimation and Autonomous Configuration
par: Alexandropoulos, George C., et autres
Publié: (2025)
par: Alexandropoulos, George C., et autres
Publié: (2025)
Analog RF Computing: A New Paradigm for Energy-Efficient Edge AI Over MU-MIMO Systems
par: Yu, Wentao, et autres
Publié: (2026)
par: Yu, Wentao, et autres
Publié: (2026)
Cooperative Backscatter Communications with Reconfigurable Intelligent Surfaces: An APSK Approach
par: Li, Qiang, et autres
Publié: (2024)
par: Li, Qiang, et autres
Publié: (2024)
Disturbance-based Discretization, Differentiable IDS Channel, and an IDS-Correcting Code for DNA-based Storage
par: Guo, Alan J. X., et autres
Publié: (2024)
par: Guo, Alan J. X., et autres
Publié: (2024)
Quantum-Enhanced Hybrid Reinforcement Learning Framework for Dynamic Path Planning in Autonomous Systems
par: Tomar, Sahil, et autres
Publié: (2025)
par: Tomar, Sahil, et autres
Publié: (2025)
Discrete approach to machine learning
par: Kashitsyn, Dmitriy, et autres
Publié: (2025)
par: Kashitsyn, Dmitriy, et autres
Publié: (2025)
Active RISs: Modeling and Optimization
par: Tasci, Recep Akif, et autres
Publié: (2025)
par: Tasci, Recep Akif, et autres
Publié: (2025)
In-Band Full-Duplex MIMO Systems for Simultaneous Communications and Sensing: Challenges, Methods, and Future Perspectives
par: Smida, Besma, et autres
Publié: (2024)
par: Smida, Besma, et autres
Publié: (2024)
Characterization of Indoor RIS-Assisted Channels at 304 GHz: Experimental Measurements, Challenges, and Future Directions
par: Alexandropoulos, George C., et autres
Publié: (2024)
par: Alexandropoulos, George C., et autres
Publié: (2024)
Reconfigurable Intelligent Surfaces for THz: Hardware Impairments and Switching Technologies
par: Matos, Sérgio, et autres
Publié: (2024)
par: Matos, Sérgio, et autres
Publié: (2024)
Are Stacked Intelligent Metasurfaces (SIMs) Better than Single-layer Reconfigurable Intelligent Surfaces (RISs) for Wideband Multi-user MIMO Communication Systems?
par: Ibrahim, Muhammad, et autres
Publié: (2026)
par: Ibrahim, Muhammad, et autres
Publié: (2026)
Feature Importance Guided Random Forest Learning with Simulated Annealing Based Hyperparameter Tuning
par: Balasubramanian, Kowshik, et autres
Publié: (2025)
par: Balasubramanian, Kowshik, et autres
Publié: (2025)
Machine Learning Assisted Design of mmWave Wireless Transceiver Circuits
par: Zhao, Xuzhe
Publié: (2024)
par: Zhao, Xuzhe
Publié: (2024)
Comparing Quantum Encoding Techniques
par: Munikote, Nidhi
Publié: (2024)
par: Munikote, Nidhi
Publié: (2024)
Energy-Constrained Information Storage on Memristive Devices in the Presence of Resistive Drift
par: El-Geresy, Waleed, et autres
Publié: (2024)
par: El-Geresy, Waleed, et autres
Publié: (2024)
Sensing-assisted Near-field Energy Beam Focusing with ELAA Over Non-stationary Channels
par: Zhang, Li, et autres
Publié: (2024)
par: Zhang, Li, et autres
Publié: (2024)
Documents similaires
-
Metasurfaces-Integrated Wireless Neural Networks for Lightweight Over-The-Air Edge Inference
par: Stylianopoulos, Kyriakos, et autres
Publié: (2026) -
Integrating Stacked Intelligent Metasurfaces and Power Control for Dynamic Edge Inference via Over-The-Air Neural Networks
par: Stylianopoulos, Kyriakos, et autres
Publié: (2025) -
Over-the-Air Goal-Oriented Communications
par: Stylianopoulos, Kyriakos, et autres
Publié: (2025) -
Over-The-Air Extreme Learning Machines with XL Reception via Nonlinear Cascaded Metasurfaces
par: Stylianopoulos, Kyriakos, et autres
Publié: (2026) -
Near-Field Beam Tracking with Extremely Large Dynamic Metasurface Antennas
par: Gavriilidis, Panagiotis, et autres
Publié: (2024)