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Afzal Shah Muhammad

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Open access Oct 2026

Adaptive Goal-Oriented Semantic Communication with Pretrained Semantic Encoding and Effectiveness-Aware Equalization for Beyond-5G/6G Networks

Semantic communication seeks to transmit task-relevant meaning rather than reproduce every source bit, but learned semantic representations can deteriorate sharply when they are perturbed by channel noise. This paper presents an adaptive, goal-oriented semantic communication framework that combines a pretrained Sentenc...

Haseeb ur Rehman, Kashif Bashir, Afzal Shah Muhammad et al. · 0 citations

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