Multi-Dimensional Spatially-Coupled Code Design Through Informed Relocation of Circulants

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2019-02-05

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Esfahanizadeh, Homa
Hareedy, Ahmed
Dolecek, Lara

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A circulant-based spatially-coupled (SC) code is constructed by partitioning the circulants of an underlying block code into a number of components, and then coupling copies of these components together. By connecting (coupling) several SC codes, multi-dimensional SC (MD-SC) codes are constructed. In this paper, we present a systematic framework for constructing MD-SC codes with notably better cycle properties than their 1D-SC counterparts. In our framework, informed multi-dimensional coupling is performed via an optimal relocation and an (optional) power adjustment of problematic circulants in the constituent SC codes. Compared to the 1D-SC codes, our MD-SC codes are demonstrated to have up to 85% reduction in the population of the smallest cycle, and up to 3.8 orders of magnitude BER improvement in the early error floor region. The results of this work can be particularly beneficial in data storage systems, e.g., 2D magnetic recording and 3D Flash systems, as high-performance MD-SC codes are robust against various channel impairments and non-uniformity.

URI

https://hdl.handle.net/11511/98501

DOI

https://doi.org/10.1109/allerton.2018.8635827

Conference Name

56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018

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Department of Electrical and Electronics Engineering, Conference / Seminar

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Citation Formats

H. Esfahanizadeh, A. Hareedy, and L. Dolecek, “Multi-Dimensional Spatially-Coupled Code Design Through Informed Relocation of Circulants,” presented at the 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018, Illinois, Amerika Birleşik Devletleri, 2019, Accessed: 00, 2022. [Online]. Available: https://hdl.handle.net/11511/98501.