A distributed EMNN with multiple UAV-mounted SIMs achieves an average 8% accuracy improvement in image recognition tasks for semantic communications over single-SIM baselines via wave-domain encoding and power-distribution decoding.
A programmable diffractive deep neural network based on a digital-coding metasurface a rray,
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Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications
A distributed EMNN with multiple UAV-mounted SIMs achieves an average 8% accuracy improvement in image recognition tasks for semantic communications over single-SIM baselines via wave-domain encoding and power-distribution decoding.