Decoupling Source and Semantic Encoding: An Implementation Study

Despite the remarkable achievements of modern communication systems based on Shannon’s theory, there is still considerable room for exploration in information transmission capacity, and semantic technology has emerged as a promising approach this regard. Nonetheless, benefits remain elusive, absence unified system model hindered practical implementation. In context, we contend that can benefit from data distortion incorporation natural language modeling information, such source coding with does not compromise performance systems. To fortify our stance, novel Separated Data-Semantic Coding (SDSC) proposed, which disentangles coding. Furthermore, relevant experiments are conducted to validate contention SDSC system. By illuminating superiority communication, research only contributes advancement technologies but also facilitates development more