Repository logo
 

Rewritable storage channels with hidden state

Accepted version
Peer-reviewed

Type

Article

Change log

Authors

Venkataramanan, Ramji  ORCID logo  https://orcid.org/0000-0001-7915-5432
Tatikonda, Sekhar 
Lastras, Luis 
Franceschini, Michele 

Abstract

Many storage channels admit reading and rewriting of the content at a given cost. We consider rewritable channels with a hidden state which models the unknown characteristics of the memory cell. In addition to mitigating the effect of the write noise, rewrites can help the write controller obtain a better estimate of the hidden state. The paper has two contributions. The first is a lower bound on the capacity of a general rewritable channel with hidden state. The lower bound is obtained using a coding scheme that combines Gelfand-Pinsker coding with superposition coding. The rewritable AWGN channel is discussed as an example. The second contribution is a simple coding scheme for a rewritable channel where the write noise and hidden state are both uniformly distributed. It is shown that this scheme is asymptotically optimal as the number of rewrites gets large.

Description

Keywords

cs.IT, cs.IT, math.IT

Journal Title

IEEE Journal on Selected Areas in Communications, vol. 32, no. 5, pp. 815-824, May 2014

Conference Name

Journal ISSN

0733-8716

Volume Title

32

Publisher

Institute of Electrical and Electronics Engineers (IEEE)