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Choosing the right threshold for cross-entropy-based stopping criteria


Citation

Mohamad, Roslina and Harun, Harlisya and Mokhtar, Makhfudzah and Wan Adnan, Wan Azizun and Mohamad Anas, Nuzli and Dimyati, Kaharudin (2015) Choosing the right threshold for cross-entropy-based stopping criteria. ARPN Journal of Engineering and Applied Sciences, 10 (2). pp. 613-618. ISSN 1819-6608

Abstract

Cross-entropy (CE)-based stopping criteria for turbo iterative decoding are known to outperform fixed-iteration stopping criteria at high signal-to-noise ratios (SNRs). While CE-based stopping criteria have a range of thresholds, a high-value threshold for small frame sizes, and vice versa, should be used. It is difficult to advocate the value that can be categorized as either a small or large frame size. Moreover, thresholds may be specific for different SNRs. Hence, this paper provides a systematic analysis of threshold selection for the respective frame sizes of well-known CE-based stopping criteria. In this work, a range of thresholds was simulated for their error performance and required average number of iterations. To reduce complexity in the average iteration number, these results are thoroughly analysed and a suitable threshold for each CE-based stopping criterion in the specific SNR region is proposed.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Engineering
Publisher: Asian Research Publishing Network
Keywords: Cross-entropy; Stopping criteria; Turbo codes; Iterative decoding
Depositing User: Nabilah Mustapa
Date Deposited: 08 Jul 2019 07:31
Last Modified: 08 Jul 2019 07:31
URI: http://psasir.upm.edu.my/id/eprint/15372
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