Hardware design of Euclidean Projection modules for ADMM LDPC decoding
| Autor: | Bertr Le Gal, Fethi Tlili, Hayfa Ben Thameur, Nadia Khouja, Christophe Jego |
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| Přispěvatelé: | Laboratoire de l'intégration, du matériau au système (IMS), Université Sciences et Technologies - Bordeaux 1-Institut Polytechnique de Bordeaux-Centre National de la Recherche Scientifique (CNRS), Ecole supérieure des communications de Tunis (SUP'COM [TUNIS]), Le Gal, Bertrand |
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
[INFO.INFO-AR]Computer Science [cs]/Hardware Architecture [cs.AR]
[INFO.INFO-AR] Computer Science [cs]/Hardware Architecture [cs.AR] Computer science business.industry Computation Sorting 020206 networking & telecommunications Data_CODINGANDINFORMATIONTHEORY 02 engineering and technology [SPI.TRON] Engineering Sciences [physics]/Electronics [SPI.TRON]Engineering Sciences [physics]/Electronics 0202 electrical engineering electronic engineering information engineering Low-density parity-check code Error detection and correction Convex function Projection (set theory) business Throughput (business) Computer hardware Decoding methods ComputingMilieux_MISCELLANEOUS |
| Zdroj: | 2018 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS) 2018 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Dec 2018, Bordeaux, France. pp.73-76 ICECS |
| Popis: | The ADMM decoding is a novel LP-based algorithm that can improve the decoding performances of the conventional BP decoding algorithms for LDPC codes. However, it was shown that the Euclidean projection (EP) computation involved in the ADMM algorithm limits the throughput performances of the ADMM hardware decoders and drastically increases their silicon cost. Recently, different techniques have been proposed in the literature at the algorithmic level to improve the hardware characteristics of the EP module without penalizing the error correction performances of the ADMM decoder. In this article, we present the implementation results of optimized hardware design of these theoretical approaches. Then, an evaluation of their real interest for high throughput and low complexity ADMM LDPC decoder design is provided. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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