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The Design of Rate-Compatible Protograph LDPC Codes
"... Abstract—This paper presents a simple yet effective method for designing nested families of LDPC codes. Rate compatible codes are essential for many communication applications, e.g. hybrid automatic repeat request (HARQ) systems, and their design is nontrivial due to the difficulty of simultaneously ..."
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Abstract—This paper presents a simple yet effective method for designing nested families of LDPC codes. Rate compatible codes are essential for many communication applications, e.g. hybrid automatic repeat request (HARQ) systems, and their design is nontrivial due to the difficulty
Rate-Compatible Short-Length Protograph LDPC Codes
"... Abstract—This paper produces a rate-compatible protograph LDPC code at 1k information blocklength with superior perfor-mance in both waterfall and error floor regions. The design of such codes has proved difficult in the past because the constraints imposed by structured design (protographs), rate-c ..."
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Abstract—This paper produces a rate-compatible protograph LDPC code at 1k information blocklength with superior perfor-mance in both waterfall and error floor regions. The design of such codes has proved difficult in the past because the constraints imposed by structured design (protographs), rate-compatibility
Fast Decoding of Rate-Compatible Punctured LDPC Codes
"... Abstract — While rate-compatible punctured low-density parity-check (RCP-LDPC) codes offer high flexibility in terms of code rate at a relatively low cost in implementation complexity, they are reported to require more decoding iterations than unpunctured LDPC codes. In this paper 1 we consider laye ..."
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Abstract — While rate-compatible punctured low-density parity-check (RCP-LDPC) codes offer high flexibility in terms of code rate at a relatively low cost in implementation complexity, they are reported to require more decoding iterations than unpunctured LDPC codes. In this paper 1 we consider
Rate-Compatible Low Density Parity Check Codes for
, 2002
"... Strong rate-compatible codes is important to achieve high throughput in hybrid automatic repeat request with forward error correction (ARQ/FEC) systems in packet data transmission. This paper focuses on the construction of efficient rate-compatible low density parity check (RC-LDPC) codes over a wid ..."
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Strong rate-compatible codes is important to achieve high throughput in hybrid automatic repeat request with forward error correction (ARQ/FEC) systems in packet data transmission. This paper focuses on the construction of efficient rate-compatible low density parity check (RC-LDPC) codes over a
Rate-Compatible Distributed Arithmetic Coding
"... Abstract—Distributed arithmetic coding has been shown to be effective for Slepian-Wolf coding with side information. In this letter, we extend it to rate-compatible coding, which is useful in presence of a feedback channel between encoder and decoder. The performance loss with respect to the origina ..."
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Abstract—Distributed arithmetic coding has been shown to be effective for Slepian-Wolf coding with side information. In this letter, we extend it to rate-compatible coding, which is useful in presence of a feedback channel between encoder and decoder. The performance loss with respect
Finite-blocklength analysis of rate-compatible codes
"... Abstract—This paper considers finite-blocklength achievability for rate-compatible codes. For a fixed number of messages, ran-dom coding analysis determines a sequence of achievable error probabilities for a sequence of blocklengths. However, traditional random coding achievability draws each code i ..."
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independently so that it does not show that a family of rate-compatible codes can achieve that sequence of error probabilities. Using random code extension, this paper shows achievable frame error rates for rate-compatible channel codes with finite blocklengths. This paper also shows that when a threshold
Rate-Compatible Protograph-Based LDPC Codes for Inter-Symbol Interference Channels
"... Abstract—This letter produces a family of rate-compatible protograph-based LDPC codes approaching the independent and uniformly distributed (i.u.d.) capacity of inter-symbol interfer-ence (ISI) channels. This problem is highly nontrivial due to the joint design of structured (protograph-based) LDPC ..."
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Abstract—This letter produces a family of rate-compatible protograph-based LDPC codes approaching the independent and uniformly distributed (i.u.d.) capacity of inter-symbol interfer-ence (ISI) channels. This problem is highly nontrivial due to the joint design of structured (protograph-based) LDPC
Graphical models, exponential families, and variational inference
, 2008
"... The formalism of probabilistic graphical models provides a unifying framework for capturing complex dependencies among random variables, and building large-scale multivariate statistical models. Graphical models have become a focus of research in many statistical, computational and mathematical fiel ..."
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Cited by 800 (26 self)
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of probability distributions — are best studied in the general setting. Working with exponential family representations, and exploiting the conjugate duality between the cumulant function and the entropy for exponential families, we develop general variational representations of the problems of computing
Wireless Communications
, 2005
"... Copyright c ○ 2005 by Cambridge University Press. This material is in copyright. Subject to statutory exception and to the provisions of relevant collective licensing agreements, no reproduction of any part may take place without the written permission of Cambridge University ..."
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Cited by 1129 (32 self)
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Copyright c ○ 2005 by Cambridge University Press. This material is in copyright. Subject to statutory exception and to the provisions of relevant collective licensing agreements, no reproduction of any part may take place without the written permission of Cambridge University
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