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Non-binary LDPC codes over finite division near rings | IEEE Conference Publication | IEEE Xplore

Non-binary LDPC codes over finite division near rings


Abstract:

It is almost always assumed that the algebraic structure underlying non-binary Low-Density Parity-Check (LDPC) codes are Finite Fields. However, when considering non-bina...Show More

Abstract:

It is almost always assumed that the algebraic structure underlying non-binary Low-Density Parity-Check (LDPC) codes are Finite Fields. However, when considering non-binary LDPC belief-propagation (BP) decoding, Finite Fields are actually over constrained. In this contribution, we discuss the minimal requirements of the algebraic structure used for non-binary LDPC decoding which we denote Finite Division Near Ring over a Subtractive Near Group. To verify the requirements, a general Min-Max decoding algorithm is derived that incorporates any algebraic structure fulfilling this minimal requirement set. It is shown that by relaxing the mathematical constraints, the decoding performance of non-binary LDPC codes can be incrementally improved compared to a Finite-Field-based LDPC code without any additional hardware cost.
Date of Conference: 16-18 May 2016
Date Added to IEEE Xplore: 30 June 2016
Electronic ISBN:978-1-5090-1990-8
Conference Location: Thessaloniki, Greece

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