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| Title: | Practical Short-Length Coding Schemes for Binary Distributed Hypothesis Testing |
| Authors: | Dupraz, Elsa
Adamou, Ismaila Salihou
Asvadi, Reza
Matsumoto, Tad |
| Issue Date: | 2024-07-15 |
| Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
| Magazine name: | 2024 IEEE International Symposium on Information Theory (IEEE ISIT 2024) |
| DOI: | 10.48550/arXiv.2405.07697 |
| Abstract: | This paper investigates practical coding schemes for Distributed Hypothesis Testing (DHT). While the literature has extensively analyzed the information-theoretic performance of DHT and established bounds on Type-II error exponents through quantize and quantize-binning achievability schemes, the practical implementation of DHT coding schemes has not yet been investigated. Therefore, this paper introduces practical implementations of quantizers and quantize-binning schemes for DHT, leveraging short-length binary linear block codes. Furthermore, it provides exact analytical expressions for Type-I and Type-II error probabilities associated with each proposed coding scheme. Numerical results show the accuracy of the proposed analytical error probability expressions, and enable to compare the performance of the proposed schemes. |
| Rights: | This is the author's version of the work published at arXiv, DOI: 10.48550/arXiv.2405.07697. This work has been presented at International Symposium on Information Theory (IEEE ISIT 2024), Athens, Greece, July 7-12, 2024, and the paper is to be published in IEEE Xplore, Copyright (C) IEEE ISIT 2024. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| URI: | http://hdl.handle.net/10119/19325 |
| Material Type: | author |
| Appears in Collections: | b11-1. 会議発表論文・発表資料 (Conference Papers)
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| T-MATSUMOTO-I-0716.pdf | | 543Kb | Adobe PDF | View/Open |
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