Abstract

We introduce the Multilevel Erasure Channel (MEC) for binary extension field alphabets. The channel model is motivated by applications such as non-volatile multilevel read storage channels. Like the recently proposed \begin{document}$q$\end{document} -ary partial erasure channel (QPEC), the MEC is designed to capture partial erasures. The partial erasures addressed by the MEC are determined by erasures at the bit level of the \begin{document}$q$\end{document} -ary symbol representation. In this paper we derive the channel capacity of the MECand give a multistage decoding scheme on the MEC using binary codes. We also present a low complexity multistage \begin{document}$p$\end{document} -ary decoding strategy for codes on the QPEC when \begin{document}$q = p^k$\end{document} .We show that for appropriately chosen component codes, capacity on the MEC and QPEC may be achieved.

Highlights

  • Non-volatile memories are prevalent in current computer memory technologies such as flash memory, ferroelectric RAM, and magnetic storage systems

  • We introduce the multilevel erasure channel for binary extension fields for practical applications, but note that it can be extended in the obvious way to fields of order q = pk for any prime p > 2, or more general alphabets in which symbols can be represented as words using a subalphabet

  • We focus on a detailed analysis of the multilevel coding with multistage decoding approach for the Multilevel Erasure Channel (MEC), rather than analyzing iterative decoding of q-ary codes on the channel

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Summary

Introduction

Non-volatile memories are prevalent in current computer memory technologies such as flash memory, ferroelectric RAM, and magnetic storage systems. A symbol that has an erased bit (or bits) may have partial information at the receiving end To address these types of errors, we introduce the Multilevel Erasure Channel (MEC) model in which a partially erased symbol may belong to a set of size 2j, where j ranges from 1 to k. The general case of the MEC where bit i of the 2k-ary symbol has erasure probability γi, for i = 1, 2, . We introduce the multilevel erasure channel for binary extension fields for practical applications, but note that it can be extended in the obvious way to fields of order q = pk for any prime p > 2, or more general alphabets in which symbols can be represented as words using a subalphabet.

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