Error Exponents for Joint Source-Channel Coding With Side Information

Chang, Cheng

doi:10.1109/tit.2011.2165154

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2023

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Cited by 2 publications

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“…Furthermore, Csiszar [24,25] derived the error exponent of JSCC scheme, and presented it in a divergence form. Zhong [26][27][28] and Chang [29] extended the conclusion to systems with continuous alphabet and side information, respectively. The analysis on Gallager's random coding bound of MIMO channel exponent was stated in [19,30].…”

Section: B Motivations and Contributionsmentioning

confidence: 99%

Excess Distortion Exponent Analysis for Semantic-Aware MIMO Communication Systems

Shi¹,

Shao²,

Wu³

et al. 2023

Preprint

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In this paper, the analysis of excess distortion exponent for joint source-channel coding (JSCC) in semantic-aware communication systems is presented. By introducing an unobservable semantic source, we extend the classical results by Csiszar to semantic-aware communication systems. Both upper and lower bounds of the exponent for the discrete memoryless source-channel pair are established. Moreover, an extended achievable bound of the excess distortion exponent for MIMO systems is derived. Further analysis explores how the block fading and numbers of antennas influence the exponent of semanticaware MIMO systems. Our results offer some theoretical bounds of error decay performance and can be used to guide future semantic communications with joint source-channel coding scheme.

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