Dynamic Reprogramming Voltage Design and Optimization for 3D TLC NAND Flash Memory in Physical-Layer Storage Systems

Three-dimensional (3D) TLC NAND flash memory serves as a core physical-layer storage component in high-performance data storage and transmission systems. Although reprogramming techniques effectively boost storage density and memory endurance, long-term data retention degradation and persistent cell loss severely impair the physical-layer reliability and channel stability. To alleviate these impairments during reprogramming operations, this paper proposes a dynamic write voltage design and optimization scheme for 3D TLC NAND flash memory in physical-layer storage systems. The proposed method extracts physical-layer channel parameters from real flash chips and integrates them into the threshold voltage distribution model to realize adaptive reprogramming voltage adjustment. Based on the measured channel characteristics, a dynamic reprogramming voltage strategy from MLC mode to TLC mode is constructed for reliable data refresh in SSD controllers.

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Publication Details

Journal
Micromachines
Published
2026-11-10
DOI
https://doi.org/10.3390/mi17111306
Primary Topic
Advanced Data Storage Technologies
Type
article
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article

Dynamic Reprogramming Voltage Design and Optimization for 3D TLC NAND Flash Memory in Physical-Layer Storage Systems

Chunru Xiong, Haihua Hu
Micromachines
Advanced Data Storage Technologies
article

Dynamic Reprogramming Voltage Design and Optimization for 3D TLC NAND Flash Memory in Physical-Layer Storage Systems

Chunru Xiong, Haihua Hu
article en

Abstract

Three-dimensional (3D) TLC NAND flash memory serves as a core physical-layer storage component in high-performance data storage and transmission systems. Although reprogramming techniques effectively boost storage density and memory endurance, long-term data retention degradation and persistent cell loss severely impair the physical-layer reliability and channel stability. To alleviate these impairments during reprogramming operations, this paper proposes a dynamic write voltage design and optimization scheme for 3D TLC NAND flash memory in physical-layer storage systems. The proposed method extracts physical-layer channel parameters from real flash chips and integrates them into the threshold voltage distribution model to realize adaptive reprogramming voltage adjustment. Based on the measured channel characteristics, a dynamic reprogramming voltage strategy from MLC mode to TLC mode is constructed for reliable data refresh in SSD controllers.

MicromachinesVol. 17(11)
Guangdong Ocean University (CN)
Advanced Data Storage Technologies
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Dynamic Reprogramming Voltage Design and Optimization for 3D TLC NAND Flash Memory in Physical-Layer Storage Systems — Chunru Xiong, Haihua Hu · Micromachines (2026) | TGRS Research Map | TGRS