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Optimizing burst erasure correction of LDPC codes by interleaving
Published in
2008
Pages: 1143 - 1147
Abstract
The performance of iterative decoding of Low Density Parity Check (LDPC) codes over Binary Erasure Channels can be completely characterized by the study of stopping sets. Therefore, the burst erasure correction capability of a given LDPC code can be readily quantified by searching for stopping sets within consecutive bit nodes. In tills work we study the optimal permutation of the bit nodes that will result in the maximum possible burst erasure correction capability for a given LDPC code. Noting that this is essentially a combinatorial optimization problem that is highly likely to be NP-hard, we adopt a simulated annealing based approach for finding the optimal permutation. We present bounds based on stopping sets that limit the burst erasure correction capability. As part of our results, we provide interleavers that greatly improve the burst erasure correction capability of protograph quasi-cyclic LDPC codes used in the WiMax standard. © 2008 IEEE.
About the journal
JournalIEEE International Symposium on Information Theory - Proceedings
ISSN21578101
Open AccessNo
Concepts (28)
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    BINARY ERASURE CHANNELS
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    COMBINATORIAL OP-TIMIZATION PROBLEM
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    ERASURE CORRECTION
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    INTERLEAVERS
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    International symposium
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    LDPC CODING
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    LOW-DENSITY PARITY-CHECK CODES
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    Np-hard
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    QUASI-CYCLIC LDPC CODES
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    STOPPING SETS
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    WIMAX STANDARDS
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    Annealing
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    Codes (standards)
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    Combinatorial mathematics
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    Combinatorial optimization
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    Communication channels (information theory)
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    Cybernetics
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    Decoding
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    Diesel engines
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    Information theory
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    Iterative decoding
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    Nuclear propulsion
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    Optimization
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    Set theory
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    Simulated annealing
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    Standards
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    Technical presentations
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    Codes (symbols)