Symmetric Information Rate of an Ideal Readback Two Dimensional Magnetic Recording (TDMR) Channel with Random Voronoi Grains

Two-dimensional magnetic recording (TDMR) is a data storage paradigm that has recently been proposed to record more than one channel bit to one magnetic grain in order to achieve 10 Tbit/in² of user bit density on a magnetic recording medium with 20 Tgrains/in². In addition to conventional noise in magnetic recording, the TDMR channel also suffers from write errors due to the randomness in size and placement of the grains; however aggressive two-dimensional (2D) signal processing schemes may enable reliable data retrieval. In this study, the symmetric information rate (SIR) of a TDMR channel model based on random Voronoi grains, named the ideal readback TDMR channel model, is analyzed. Using numerical simulations, a lower bound of the SIR is evaluated for a half grain per channel bit ideal readback TDMR channel. Although approximately half of the channel bits may not be recorded in this channel, the resulting lower bound of the SIR is 0.46 ~ 0.51 information bits per grain. This result indicates the potential of TDMR to achieve 10 Tbit/in² of user bit density on a magnetic medium with 20 Tgrains/in².

[1]  David J. C. MacKay,et al.  Information Theory, Inference, and Learning Algorithms , 2004, IEEE Transactions on Information Theory.

[2]  Anantha Raman Krishnan,et al.  SIGNAL PROCESSING FOR TWO-DIMENSIONAL MAGNETIC RECORDING , 2011 .

[3]  S. Greaves,et al.  Shingled Recording for 2–3 Tbit/in $^2$ , 2009 .

[4]  M. F. Erden,et al.  Two-Dimensional Magnetic Recording at 10 $\hbox{Tbits/in}^{2}$ , 2012, IEEE Transactions on Magnetics.

[5]  B. Vasic,et al.  2-D Magnetic Recording: Read Channel Modeling and Detection , 2009, IEEE Transactions on Magnetics.

[6]  Wei Zeng,et al.  Simulation-Based Computation of Information Rates for Channels With Memory , 2006, IEEE Transactions on Information Theory.

[7]  Roger Wood,et al.  The feasibility of magnetic recording at 1 Terabit per square inch , 2000 .

[8]  Bane Vasic,et al.  Coding and Signal Processing for Magnetic Recording Systems , 2004 .

[9]  Euiseok Hwang,et al.  TDMR Platform Simulations and Experiments , 2009, IEEE Transactions on Magnetics.

[10]  A. Kavcic,et al.  The Feasibility of Magnetic Recording at 10 Terabits Per Square Inch on Conventional Media , 2009, IEEE Transactions on Magnetics.

[11]  Bane V. Vasic,et al.  LDPC Decoding Strategies for Two-Dimensional Magnetic Recording , 2009, GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference.

[12]  Paul H. Siegel,et al.  On achievable rates of multistage decoding on two-dimensional ISi channels , 2005, Proceedings. International Symposium on Information Theory, 2005. ISIT 2005..

[13]  William E. Ryan,et al.  Two-Dimensional Magnetic Recording: Read Channel Modeling and Detection , 2009 .

[14]  Paul H. Siegel,et al.  On the symmetric information rate of two-dimensional finite-state ISI channels , 2006, IEEE Transactions on Information Theory.

[15]  Mourad Benakli,et al.  One terabit per square inch perpendicular recording conceptual design , 2002 .