Polar Write Once Memory Codes
A coding scheme for write once memory (WOM) using polar codes is presented. It is shown that the scheme achieves the capacity region of noiseless WOMs when an arbitrary number of multiple writes is permitted. The encoding and decoding complexities scale as O(N log N), where N is the blocklength. For...
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Veröffentlicht in: | IEEE transactions on information theory 2013-08, Vol.59 (8), p.5088-5101 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | A coding scheme for write once memory (WOM) using polar codes is presented. It is shown that the scheme achieves the capacity region of noiseless WOMs when an arbitrary number of multiple writes is permitted. The encoding and decoding complexities scale as O(N log N), where N is the blocklength. For N sufficiently large, the error probability decreases subexponentially in N. The results can be generalized from binary to generalized WOMs, described by an arbitrary directed acyclic graph, using nonbinary polar codes. In the derivation, we also obtain results on the typical distortion of polar codes for lossy source coding. Some simulation results with finite length codes are presented. |
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ISSN: | 0018-9448 1557-9654 |
DOI: | 10.1109/TIT.2013.2255732 |