Convolutional Neural Network-Based Media Noise Prediction and Equalization for TDMR Turbo-Detection With Write/Read TMR-Reference-Cited by-同舟云学术

Convolutional Neural Network-Based Media Noise Prediction and Equalization for TDMR Turbo-Detection With Write/Read TMR

Published:2023-03 Issue:3 Volume:59 Page:1-11
ISSN:0018-9464
Container-title:IEEE Transactions on Magnetics
language:
Short-container-title:IEEE Trans. Magn.

Author:

Sayyafan Amirhossein¹^ORCID,Aboutaleb Ahmed¹^ORCID,Belzer Benjamin J.¹^ORCID,Sivakumar Krishnamoorthy¹^ORCID,Greaves Simon²^ORCID,Chan Kheong Sann³^ORCID,James Ashish⁴^ORCID

Affiliation:

1. School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA

2. Research Institute of Electrical Communication (RIEC), Tohoku University, Sendai, Japan

3. Department of Electrical and Electronic Engineering, University of Nottingham Malaysia, Semenyih, Malaysia

4. Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore

Funder

United States National Science Foundation

Advanced Storage Research Consortium

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Electronic, Optical and Magnetic Materials

Link

https://ieeexplore.ieee.org/ielam/20/10053568/9927492-aam.pdf

Reference27 articles.

1. Convolutional Neural Network Based Symbol Detector for Two-Dimensional Magnetic Recording

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

3. A perspective on deep neural network-based detection for multilayer magnetic recording

4. Deep neural network-based detection and partial response equalization for multilayer magnetic recording;aboutaleb;IEEE Trans Magn,2021

5. Reduced complexity neural network equalizers for two-dimensional magnetic recording;aboutaleb;Proc IEEE 33rd Magn Recording Conf (TMRC),2022

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1. The Compatible Partial Response Maximum Likelihood Detection Schemes for Blu-ray Discs;2024 21st International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON);2024-05-27

2. Three-dimensional magnetic recording;Journal of Magnetism and Magnetic Materials;2023-12

3. Architecture Optimization of a CNN Media Noise Estimator for TDMR;2023 IEEE 34th Magnetic Recording Conference (TMRC);2023-07