A Scaling Law to Predict the Finite-Length Performance of Spatially-Coupled LDPC Codes
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| Titel: | A Scaling Law to Predict the Finite-Length Performance of Spatially-Coupled LDPC Codes |
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| Autoren: | Olmos, Pablo M., Urbanke, Ruediger L. |
| Verlagsinformationen: | Institute of Electrical and Electronics Engineers Piscataway |
| Publikationsjahr: | 2015 |
| Bestand: | Ecole Polytechnique Fédérale Lausanne (EPFL): Infoscience |
| Schlagwörter: | Codes on graphs, spatially-coupled LDPC codes, iterative decoding thresholds, finite-length code performance |
| Beschreibung: | Spatially-coupled low-density parity-check (SC-LDPC) codes are known to have excellent asymptotic properties. Much less is known regarding their finite-length performance. We propose a scaling law to predict the error probability of finite-length spatially coupled code ensembles when transmission takes place over the binary erasure channel. We discuss how the parameters of the scaling law are connected to fundamental quantities appearing in the asymptotic analysis of these ensembles and we verify that the predictions of the scaling law fit well to the data derived from simulations over a wide range of parameters. The ultimate goal of this line of research is to develop analytic tools for the design of SC-LDPC codes under practical constraints. ; LTHC |
| Publikationsart: | article in journal/newspaper |
| Sprache: | unknown |
| ISSN: | 0018-9448 |
| Relation: | Ieee Transactions On Information Theory; https://infoscience.epfl.ch/handle/20.500.14299/119348; WOS:000354943600014 |
| DOI: | 10.1109/Tit.2015.2422816 |
| Verfügbarkeit: | https://doi.org/10.1109/Tit.2015.2422816 https://infoscience.epfl.ch/handle/20.500.14299/119348 https://hdl.handle.net/20.500.14299/119348 |
| Dokumentencode: | edsbas.E6D62CEC |
| Datenbank: | BASE |
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Nájsť tento článok vo Web of Science | Abstract: | Spatially-coupled low-density parity-check (SC-LDPC) codes are known to have excellent asymptotic properties. Much less is known regarding their finite-length performance. We propose a scaling law to predict the error probability of finite-length spatially coupled code ensembles when transmission takes place over the binary erasure channel. We discuss how the parameters of the scaling law are connected to fundamental quantities appearing in the asymptotic analysis of these ensembles and we verify that the predictions of the scaling law fit well to the data derived from simulations over a wide range of parameters. The ultimate goal of this line of research is to develop analytic tools for the design of SC-LDPC codes under practical constraints. ; LTHC |
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| ISSN: | 00189448 |
| DOI: | 10.1109/Tit.2015.2422816 |