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On the Dispersions of the Gel’fand–Pinsker Channel and Dirty Paper Coding
- Source :
- Recercat. Dipósit de la Recerca de Catalunya, instname
- Publication Year :
- 2015
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2015.
-
Abstract
- This paper studies the second-order coding rates for memoryless channels with a state sequence known non-causally at the encoder. In the case of finite alphabets, an achievability result is obtained using constant-composition random coding, and by using a small fraction of the block to transmit the empirical distribution of the state sequence. For error probabilities less than 0.5, it is shown that the second-order rate improves on an existing one based on independent and identically distributed random coding. In the Gaussian case (dirty paper coding) with an almost-sure power constraint, an achievability result is obtained using random coding over the surface of a sphere, and using a small fraction of the block to transmit a quantized description of the state power. It is shown that the second-order asymptotics are identical to the single-user Gaussian channel of the same input power without a state.
- Subjects :
- Independent and identically distributed random variables
Gaussian
Variable-length code
Data_CODINGANDINFORMATIONTHEORY
Library and Information Sciences
Computer Science Applications
Gel’fand-Pinsker channel
Combinatorics
symbols.namesake
Second-order coding rate
Shannon–Fano coding
Dirty paper coding
symbols
Channel dispersion
Channels with state
Algorithm
Encoder
Decoding methods
Information Systems
Mathematics
Coding (social sciences)
Subjects
Details
- ISSN :
- 15579654 and 00189448
- Volume :
- 61
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Information Theory
- Accession number :
- edsair.doi.dedup.....95c7c45529e55618b34338f4f4aab985