Presentation 2012-09-28
Message Passing Algorithm with MAP Decoding on Zigzag Cycles for Non-binary LDPC Codes
Takayuki NOZAKI, Kenta KASAI, Kohichi SAKANIWA,
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Abstract(in English) In this paper, we propose a decoding algorithm which lowers decoding erasure rates in the error floor regions for non-binary low-density parity-check codes transmitted over the binary erasure channels. This decoding algorithm is a combination with belief propagation (BP) decoding and maximum a posteriori (MAP) decoding on zigzag cycles, which cause decoding erasures in the error floor region. We show that MAP decoding on the zigzag cycles is realized by means of a message passing algorithm. A simulation result shows that the decoding erasure rates in the error floor regions by the proposed decoding algorithm are lower than those by the BP decoder.
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Keyword(in English) Non-binary LDPC codes / Error floor / Belief propagation decoder / Maximum a posteriori decoding / Binary erasure channel
Paper # IT2012-44
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Committee IT
Conference Date 2012/9/20(1days)
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Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Message Passing Algorithm with MAP Decoding on Zigzag Cycles for Non-binary LDPC Codes
Sub Title (in English)
Keyword(1) Non-binary LDPC codes
Keyword(2) Error floor
Keyword(3) Belief propagation decoder
Keyword(4) Maximum a posteriori decoding
Keyword(5) Binary erasure channel
1st Author's Name Takayuki NOZAKI
1st Author's Affiliation Department of Communication and Integrated Systems, Graduate School of Science and Engineering,Tokyo Institute of Technology()
2nd Author's Name Kenta KASAI
2nd Author's Affiliation Department of Communication and Integrated Systems, Graduate School of Science and Engineering,Tokyo Institute of Technology
3rd Author's Name Kohichi SAKANIWA
3rd Author's Affiliation Department of Communication and Integrated Systems, Graduate School of Science and Engineering,Tokyo Institute of Technology
Date 2012-09-28
Paper # IT2012-44
Volume (vol) vol.112
Number (no) 215
Page pp.pp.-
#Pages 6
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