A Two-Dimensional Channel Model for Digital Data Storage on Microfilm

Photographic microfilm has become a promising medium for long-term storage of digital data. We present an end-to-end channel model of the whole processing chain including a novel soft-output demodulator for channels with non-Gaussian noise, such as film. The proposed channel model describes the digital microfilm storage channel with good preciseness.

[1]  Theodore S. Rappaport,et al.  Wireless communications - principles and practice , 1996 .

[2]  B. Vasic,et al.  Read Channel Modeling for Detection in Two-Dimensional Magnetic Recording Systems , 2009, IEEE Transactions on Magnetics.

[3]  Ralph E. Jacobson,et al.  The Manual of photography , 1988 .

[4]  Ralph E. Jacobson,et al.  Manual of Photography: Photographic and Digital Imaging , 2001 .

[5]  Keith M. Chugg,et al.  Two-dimensional equalization in coherent and incoherent page-oriented optical memory , 1999 .

[6]  R. A. Leibler,et al.  On Information and Sufficiency , 1951 .

[7]  Joachim Rosenthal,et al.  Towards a channel model for microfilm , 2008 .

[8]  Tim Fingscheidt,et al.  Performance Evaluation of Iterative Channel Codes for Digital Data Storage on Microfilm , 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

[9]  Theodore S. Rappaport,et al.  Wireless Communications: Principles and Practice (2nd Edition) by , 2012 .

[10]  T. Moon The expectation-maximization algorithm , 1996, IEEE Signal Process. Mag..

[11]  B V Kumar,et al.  Channel modeling and estimation for intrapage equalization in pixel-matched volume holographic data storage. , 1999, Applied optics.

[12]  Joachim Hagenauer,et al.  Source-controlled channel decoding , 1994, Proceedings of 1994 IEEE International Symposium on Information Theory.

[13]  Peter Vary,et al.  Softbit speech decoding: a new approach to error concealment , 2001, IEEE Trans. Speech Audio Process..

[14]  Tim Fingscheidt,et al.  Joint source-channel (de-)coding for mobile communications , 2002, IEEE Trans. Commun..

[15]  Mehmet Keskinoz Filter-bank modelling of multi-track optical tape , 2005 .

[16]  Shu Lin,et al.  Error control coding : fundamentals and applications , 1983 .

[17]  B. V. K. Vijaya Kumar,et al.  Iterative decision feedback equalizer detector for holographic data storage systems , 2006, Optical Data Storage.

[18]  Tim Fingscheidt,et al.  Technology and Applications of Digital Data Storage on Microfilm , 2009 .