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Unequal Error Protection of Memories in LDPC Decoders

TLDR
The devised UEP method is divided in four adjustable levels, each one offering a different degree of protection, and shows an unmatched level of protection from errors at a small complexity and energy cost.
Abstract
Memories are one of the most critical components of many systems: due to exposure to energetic particles, fabrication defects and aging they are subject to various kinds of permanent and transient errors. In this scenario, Unequal error protection (UEP) techniques have been proposed in the past to encode stored information, allowing to detect and possibly recover from errors during load operations, while offering different levels of protection to partitions of codewords according to their importance. Low-density parity-check (LDPC) codes are used in many communication standards to encode the transmitted information: at reception, LDPC decoders heavily rely on memories to store and correct the received information. To ensure efficient and reliable decoding of information, the need to protect the memories used in LDPC decoders is of primary importance. In this paper we present a study on how to efficiently design UEP techniques for LDPC decoder memories. The devised UEP method is divided in four adjustable levels, each one offering a different degree of protection. The full UEP, along with simplified versions, has been implemented within an existing decoder and its area occupation and power consumption evaluated. Comparison with the literature on the subject shows an unmatched level of protection from errors at a small complexity and energy cost.

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Citations
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Journal ArticleDOI

Delay-Limited Rate-Compatible Protograph LDPC Codes

TL;DR: A family of rate-compatible protograph-based low-density parity-check (PLDPC) codes that have superior performance under strict constraints of short block length and low decoding iterations are produced.
References
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Book

Low-Density Parity-Check Codes

TL;DR: A simple but nonoptimum decoding scheme operating directly from the channel a posteriori probabilities is described and the probability of error using this decoder on a binary symmetric channel is shown to decrease at least exponentially with a root of the block length.
Journal ArticleDOI

On a class of error correcting binary group codes

TL;DR: A general method of constructing error correcting binary group codes is obtained and an example is worked out to illustrate the method of construction.
Journal ArticleDOI

Reduced complexity iterative decoding of low-density parity check codes based on belief propagation

TL;DR: Two simplified versions of the belief propagation algorithm for fast iterative decoding of low-density parity check codes on the additive white Gaussian noise channel are proposed, which greatly simplifies the decoding complexity of belief propagation.
Proceedings ArticleDOI

A reduced complexity decoder architecture via layered decoding of LDPC codes

TL;DR: The previously devised irregular partitioned permutation LDPC codes have a construction that easily accommodates a layered decoding and it is shown that the decoding performance is improved by a factor of two in the number of iterations required.
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Q1. What have the authors contributed in "Unequal error protection of memories in ldpc decoders" ?

Memories are one of the most critical components of many systems: due to exposure to energetic particles, fabrication defects and aging they are subject to various kinds of permanent and transient errors. In this paper the authors present a study on how to efficiently design UEP techniques for LDPC decoder memories.