Read-and-Run Constrained Coding for Modern Flash Devices

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2022-01-01

Author

Hareedy, Ahmed
Zheng, Simeng
Siegel, Paul
Calderbank, Robert

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This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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The pivotal storage density win achieved by solid-state devices over magnetic devices in 2015 is a result of multiple innovations in physics, architecture, and signal processing. One of the most important innovations in that regard is enabling the storage of more than one bit per cell in the Flash device, i.e., having more than two charge levels per cell. Constrained coding is used in Flash devices to increase reliability via mitigating inter-cell interference that stems from charge propagation among cells. Recently, capacity-achieving constrained codes were introduced to serve that purpose in modern Flash devices, which have more than two levels per cell. While these codes result in minimal redundancy via exploiting the underlying physics, they result in non-negligible complexity increase and access speed limitation since pages cannot be read separately. In this paper, we suggest new constrained coding schemes that have low-complexity and preserve the desirable high access speed in modern Flash devices. The idea is to eliminate error-prone patterns by coding data only on the left-most page while leaving data on all the remaining pages uncoded. Our coding schemes work for any number of levels per cell, offer systematic encoding and decoding, and are capacity-approaching. Since the proposed schemes enable the separation of pages, we refer to them as read-and-run (RR) constrained coding schemes as opposed to schemes adopting read-and-wait for other pages. We analyze the new RR coding schemes and discuss their impact on the probability of occurrence of different charge levels. We also demonstrate the performance improvement achieved via RR coding on a practical triple-level cell Flash device.

Subject Keywords

Cytology, Performance evaluation, Technological innovation, Systematics, Signal processing

URI

https://hdl.handle.net/11511/99682

DOI

https://doi.org/10.1109/icc45855.2022.9838280

Conference Name

2022 IEEE International Conference on Communications, ICC 2022

Collections

Department of Electrical and Electronics Engineering, Conference / Seminar

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Citation Formats

A. Hareedy, S. Zheng, P. Siegel, and R. Calderbank, “Read-and-Run Constrained Coding for Modern Flash Devices,” Seoul, Güney Kore, 2022, vol. 2022-May, Accessed: 00, 2022. [Online]. Available: https://hdl.handle.net/11511/99682.