Multihead Multitrack Detection With Reduced-State Sequence Estimation

In shingled magnetic recording, the multihead multitrack (MHMT) detector can better combat the effect of intertrack interference than the single-head single-track detector. Such a detector, however, has prohibitive implementation complexity. In this paper, we propose to use the reduced-state sequence estimation algorithm to significantly reduce the complexity, and render MHMT practical. A commonly used symmetric two-head two-track channel model is considered in this paper. Well-structured reduced-state trellises are constructed by evaluating the effective symbol pair distances and designing proper set partitioning principles. Different trellis configurations are obtained based on the desired performance/complexity tradeoff. Simulation results show that the MHMT detector can achieve near maximum-likelihood performance with a small fraction of the original number of trellis states.

[1]  Euiseok Hwang,et al.  Capacity Advantage of Array-Reader-Based Magnetic Recording (ARMR) for Next Generation Hard Disk Drives , 2014, IEEE Transactions on Magnetics.

[2]  Paul H. Siegel,et al.  Multihead multitrack detection in shingled magnetic recording with ITI estimation , 2015, 2015 IEEE International Conference on Communications (ICC).

[3]  Gordon L. Stüber,et al.  Error Probability for Reduced-State Sequence Estimation , 1992, IEEE J. Sel. Areas Commun..

[4]  Emina Soljanin,et al.  Multihead Detection for Multitrack Recording Channels , 1998, IEEE Trans. Inf. Theory.

[5]  H. K. Thapar,et al.  Multihead multitrack detection with reduced-state sequence estimation in shingled magnetic recording , 2015, 2015 IEEE Magnetics Conference (INTERMAG).

[6]  Xiao Ma,et al.  Iterative detection/decoding for two-track partial response channels , 2004, IEEE Communications Letters.

[7]  L.C. Barbosa Simultaneous detection of readback signals from interfering magnetic recording tracks using array heads , 1990, International Conference on Magnetics.

[8]  Paul H. Siegel,et al.  Error-Event Characterization on Partial-Response Channels , 1999, IEEE Trans. Inf. Theory.

[9]  Shahid U. H. Qureshi,et al.  Reduced-state sequence estimation with set partitioning and decision feedback , 1988, IEEE Trans. Commun..

[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]  G. David Forney,et al.  Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interference , 1972, IEEE Trans. Inf. Theory.

[12]  John G. Proakis,et al.  Reduced complexity maximum likelihood sequence estimation for multitrack high-density magnetic recording channels , 1999 .

[13]  P.H. Siegel,et al.  A New Read Channel Model for Patterned Media Storage , 2008, IEEE Transactions on Magnetics.

[14]  Gottfried Ungerboeck,et al.  Channel coding with multilevel/phase signals , 1982, IEEE Trans. Inf. Theory.

[15]  Haitao Xia,et al.  Signal Processing and Detection for Array Reader Magnetic Recording System , 2015, IEEE Transactions on Magnetics.