A Theoretic Study on Three Low-Density Parity-Check and BCH Concatenated Coding Schemes

碩士 === 國立交通大學 === 電信工程研究所 === 100 === Bose-Chaudhuri-Hocquenghem (BCH) codes have been widely used in flash memories for many years. Yet, in future “high-density” multi-level cell (MLC) flash memories, the raw bit-error-rate (BER) in NAND flash may increase up to around 10−2 at its life time, and...

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Main Authors: Huang, Po-Yuan, 黃柏元
Other Authors: Chen, Po-Ning
Format: Others
Language:zh-TW
Published: 2012
Online Access:http://ndltd.ncl.edu.tw/handle/37821241941837457230
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spelling ndltd-TW-100NCTU54351112016-03-28T04:20:39Z http://ndltd.ncl.edu.tw/handle/37821241941837457230 A Theoretic Study on Three Low-Density Parity-Check and BCH Concatenated Coding Schemes 針對三種低密度位元檢測碼與BCH 碼的串接系統之理論探討 Huang, Po-Yuan 黃柏元 碩士 國立交通大學 電信工程研究所 100 Bose-Chaudhuri-Hocquenghem (BCH) codes have been widely used in flash memories for many years. Yet, in future “high-density” multi-level cell (MLC) flash memories, the raw bit-error-rate (BER) in NAND flash may increase up to around 10−2 at its life time, and hence the conventional hard-decision ECC, such as BCH codes, is no longer sufficient for these memories. Hence, the low-density parity-check (LDPC) codes, as a class of powerful ECCs, become an important candidate for future MLC memories. One of the most significant impediments to the use of LDPC codes in future MLC flash memories is the error floor phenomenon associated with the iterative decoding. So in this thesis, we wish to realize whether the concatenated coding scheme of LDPC codes and BCH codes can eliminate or improve the error floor phenomenon of the LDPC code or not. We thus analyze in this thesis three BCH and LDPC concatenated coding schemes: (1) a single BCH code concatenates with multiple LDPC codes; (2) multiple BCH codes concatenate with a single LDPC code; (3) multiple BCH codes concatenate with multiple LDPC codes. Our analysis shows that the concatenation of the two codes can effectively lower the error floor of the LDPC-only code system at the price of a small rate loss. Chen, Po-Ning 陳伯寧 2012 學位論文 ; thesis 47 zh-TW
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description 碩士 === 國立交通大學 === 電信工程研究所 === 100 === Bose-Chaudhuri-Hocquenghem (BCH) codes have been widely used in flash memories for many years. Yet, in future “high-density” multi-level cell (MLC) flash memories, the raw bit-error-rate (BER) in NAND flash may increase up to around 10−2 at its life time, and hence the conventional hard-decision ECC, such as BCH codes, is no longer sufficient for these memories. Hence, the low-density parity-check (LDPC) codes, as a class of powerful ECCs, become an important candidate for future MLC memories. One of the most significant impediments to the use of LDPC codes in future MLC flash memories is the error floor phenomenon associated with the iterative decoding. So in this thesis, we wish to realize whether the concatenated coding scheme of LDPC codes and BCH codes can eliminate or improve the error floor phenomenon of the LDPC code or not. We thus analyze in this thesis three BCH and LDPC concatenated coding schemes: (1) a single BCH code concatenates with multiple LDPC codes; (2) multiple BCH codes concatenate with a single LDPC code; (3) multiple BCH codes concatenate with multiple LDPC codes. Our analysis shows that the concatenation of the two codes can effectively lower the error floor of the LDPC-only code system at the price of a small rate loss.
author2 Chen, Po-Ning
author_facet Chen, Po-Ning
Huang, Po-Yuan
黃柏元
author Huang, Po-Yuan
黃柏元
spellingShingle Huang, Po-Yuan
黃柏元
A Theoretic Study on Three Low-Density Parity-Check and BCH Concatenated Coding Schemes
author_sort Huang, Po-Yuan
title A Theoretic Study on Three Low-Density Parity-Check and BCH Concatenated Coding Schemes
title_short A Theoretic Study on Three Low-Density Parity-Check and BCH Concatenated Coding Schemes
title_full A Theoretic Study on Three Low-Density Parity-Check and BCH Concatenated Coding Schemes
title_fullStr A Theoretic Study on Three Low-Density Parity-Check and BCH Concatenated Coding Schemes
title_full_unstemmed A Theoretic Study on Three Low-Density Parity-Check and BCH Concatenated Coding Schemes
title_sort theoretic study on three low-density parity-check and bch concatenated coding schemes
publishDate 2012
url http://ndltd.ncl.edu.tw/handle/37821241941837457230
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