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Dirty paper coding using sign-bit shaping and LDPC codes
Published in
2010
Pages: 923 - 927
Abstract
Dirty paper coding (DPC) refers to methods for pre-subtraction of known interference at the transmitter of a multiuser communication system. There are numerous applications for DPC, including coding for broadcast channels. Recently, lattice-based coding techniques have provided several designs for DPC. In lattice-based DPC, there are two codes - a convolutional code that defines a lattice used for shaping and an error correction code used for channel coding. Several specific designs have been reported in the recent literature using convolutional and graph-based codes for capacity-approaching shaping and coding gains. In most of the reported designs, either the encoder works on a joint trellis of shaping and channel codes or the decoder requires iterations between the shaping and channel decoders. This results in high complexity of implementation. In this work, we present a lattice-based DPC scheme that provides good shaping and coding gains with moderate complexity at both the encoder and the decoder. We use a convolutional code for sign-bit shaping, and a low-density parity check (LDPC) code for channel coding. The crucial idea is the introduction of a one-codeword delay and careful parsing of the bits at the transmitter, which enables an LDPC decoder to be run first at the receiver. This provides gains without the need for iterations between the shaping and channel decoders. Simulation results confirm that at high rates the proposed DPC method performs close to capacity with moderate complexity. As an application of the proposed DPC method, we show a design for superposition coding that provides rates better than time-sharing over a Gaussian broadcast channel. © 2010 IEEE.
About the journal
JournalIEEE International Symposium on Information Theory - Proceedings
ISSN21578103
Open AccessYes
Concepts (31)
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    Broadcast channels
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    CHANNEL CODE
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    CHANNEL DECODER
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    Codeword
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    CODING GAINS
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    Coding techniques
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    Dirty paper coding
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    Error correction codes
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    Gaussian broadcast channel
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    Graph-based
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    High rate
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    LDPC CODES
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    Ldpc decoder
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    LOW-DENSITY PARITY-CHECK CODES
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    MODERATE COMPLEXITY
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    MULTIUSER COMMUNICATION SYSTEMS
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    Simulation result
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    SPECIFIC DESIGN
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    SUPER-POSITION CODING
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    Time-sharing
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    Broadcasting
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    Channel coding
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    Communication systems
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    Convolution
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    Convolutional codes
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    Design
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    Image coding
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    Information theory
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    Transmitters
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    Video streaming
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    Decoding