Deep Neural Network a Posteriori Probability Detector for Two-Dimensional Magnetic Recording

J Shen, A Aboutaleb, K Sivakumar… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
In two-dimensional magnetic recording (TDMR) channels, intersymbol interference (within
and between tracks) and patterndependent media noise are impediments to reaching higher …

Convolutional neural network based symbol detector for two-dimensional magnetic recording

J Shen, BJ Belzer, K Sivakumar… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Data detection in magnetic recording (MR) channels can be viewed as an image processing
problem, proceeding from the 2-D image of readback bits, to higher level abstractions of …

[图书][B] Machine Learning Techniques for Turbo Equalization of Two-Dimensional Magnetic Recording

J Shen - 2020 - search.proquest.com
To reach higher areal density for next generation hard disk drives, two-dimensional
magnetic recording (TDMR) is a promising technology that emphasizes signal processing …