ViT-based semantic communications yields +0.5 dB PSNR over CNN baselines, introduces cosine-similarity and Fourier analysis metrics, and demonstrates an SDR prototype.
Demo: Real-time semantic communications with a vision transformer
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
verdicts
UNVERDICTED 2representative citing papers
Frequency selectivity in real MIMO-OFDM channels is identified as a key driver of performance loss in semantic communications, with mitigation strategies enabling closer approach to theoretical performance.
citing papers explorer
-
On the Role of ViT and CNN in Semantic Communications: Analysis and Prototype Validation
ViT-based semantic communications yields +0.5 dB PSNR over CNN baselines, introduces cosine-similarity and Fourier analysis metrics, and demonstrates an SDR prototype.
-
Bridging Neural Networks and Wireless Systems with MIMO-OFDM Semantic Communications
Frequency selectivity in real MIMO-OFDM channels is identified as a key driver of performance loss in semantic communications, with mitigation strategies enabling closer approach to theoretical performance.