一次性写入存储器的空间耦合代码

Santhosh Kumar, Avinash Vem, K. Narayanan, H. Pfister
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引用次数: 5

摘要

本文的重点是用于一次性写入内存(WOM)系统的低复杂度容量实现编码方案。该结构基于空间耦合的LDGM/LDPC复合规范。研究了无噪声系统和有读错误的系统。已知复合LDGM/LDPC码可以在MAP解码下实现与Gelfand-Pinsker问题密切相关的容量,并且它们的协集分解提供了一种优雅的方式来编码消息,同时提供错误保护。复合码在WOM系统中的应用是一种新方法。主要结果是空间耦合使这些代码能够以低复杂度的消息传递编码和解码算法实现2写WOM系统的容量区域。
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Spatially-coupled codes for write-once memories
The focus of this article is on low-complexity capacity-achieving coding schemes for write-once memory (WOM) systems. The construction is based on spatially-coupled compound LDGM/LDPC codes. Both noiseless systems and systems with read errors are considered. Compound LDGM/LDPC codes are known to achieve capacity under MAP decoding for the closely related Gelfand-Pinsker problem and their coset decomposition provides an elegant way to encode the messages while simultaneously providing error protection. The application of compound codes to the WOM system is new. The main result is that spatial coupling enables these codes to achieve the capacity region of the 2-write WOM system with low-complexity message-passing encoding and decoding algorithms.
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