On the Zero-Error Capacity of Semantic Channels with Input and Output Memories
Fuente:
arXiv
Salvato in:
| Autori principali: | , , |
|---|---|
| Natura: | Preprint |
| Pubblicazione: |
2024
|
| Soggetti: | |
| Accesso online: | |
| Tags: |
Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne!!
|
| _version_ | 1866916488956346368 |
|---|---|
| author | Cao, Qi Shao, Yulin Ge, Shangwei |
| author_facet | Cao, Qi Shao, Yulin Ge, Shangwei |
| contents | This paper investigates the zero-error capacity of channels with memory. Motivated by the nuanced requirements of semantic communication that incorporate memory, we advance the classical enlightened dictator channel by introducing a new category known as the semantic channel. We analyze the zero-error capacity of the semantic channel using a comprehensive framework that accommodates multiple input and output memories. Our approach reveals a more sophisticated and detailed model compared to the classical memory channels, highlighting the impact of memory on achieving error-free communication. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_21732 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | On the Zero-Error Capacity of Semantic Channels with Input and Output Memories Cao, Qi Shao, Yulin Ge, Shangwei Information Theory This paper investigates the zero-error capacity of channels with memory. Motivated by the nuanced requirements of semantic communication that incorporate memory, we advance the classical enlightened dictator channel by introducing a new category known as the semantic channel. We analyze the zero-error capacity of the semantic channel using a comprehensive framework that accommodates multiple input and output memories. Our approach reveals a more sophisticated and detailed model compared to the classical memory channels, highlighting the impact of memory on achieving error-free communication. |
| title | On the Zero-Error Capacity of Semantic Channels with Input and Output Memories |
| topic | Information Theory |
| url | https://arxiv.org/abs/2407.21732 |