An XL-MIMO system with stacked intelligent metasurfaces realizes an over-the-air extreme learning machine for binary classification, matching digital model performance in the XL regime.
Stacked intelligent metasurfaces for efficient holographic MIMO communications in 6G
2 Pith papers cite this work. Polarity classification is still indexing.
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Movable signals in the frequency domain enable smart radio environments, delivering higher average received power than quantized EGT in LoS MISO and up to four times the power of fixed-frequency RIS systems when paired with fixed intelligent surfaces in NLoS.
citing papers explorer
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Over-The-Air Extreme Learning Machines with XL Reception via Nonlinear Cascaded Metasurfaces
An XL-MIMO system with stacked intelligent metasurfaces realizes an over-the-air extreme learning machine for binary classification, matching digital model performance in the XL regime.
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Enabling Smart Radio Environments in the Frequency Domain With Movable Signals
Movable signals in the frequency domain enable smart radio environments, delivering higher average received power than quantized EGT in LoS MISO and up to four times the power of fixed-frequency RIS systems when paired with fixed intelligent surfaces in NLoS.