SC-SFMA with transformer-based transceivers and a three-block alternating optimization achieves PSNR, MS-SSIM, and sum-rate gains over JSCC and conventional multiple access baselines in ILAC networks.
Semantic communications for future in ternet: Fundamentals, applications, and challenges
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Hybrid NOMA with NOMA in shared slots and OMA in bit-only slots, using bit-to-semantic decoding, maximizes equivalent ergodic semantic spectral efficiency under total power constraint.
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Semantic Feature Multiple Access Empowered Integrated Learning and Communication Networks
SC-SFMA with transformer-based transceivers and a three-block alternating optimization achieves PSNR, MS-SSIM, and sum-rate gains over JSCC and conventional multiple access baselines in ILAC networks.
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Hybrid NOMA Assisted Heterogeneous Semantic and Bit Users Communication
Hybrid NOMA with NOMA in shared slots and OMA in bit-only slots, using bit-to-semantic decoding, maximizes equivalent ergodic semantic spectral efficiency under total power constraint.