Decision making via End-to-End Lossy Distributed Wireless Cooperative Networks - A Distributed Hypothesis Testing based Formulation -

Material type: 文書・図像類

Author: Matsumoto, Tad

Publisher: Institute of Electronics, Information and Communication Engineers (IEICE)

Publication date: 2024-05-24

Material Format: Digital

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Note (General)：: This tutorial focuses on Decision-Making based on Distributed Hypothesis Testing (DHT) with Lossy Correlated Sources Observations via End-to-End Distr...

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Material Type: 文書・図像類
Title: Decision making via End-to-End Lossy Distributed Wireless Cooperative Networks - A Distributed Hypothesis Testing based Formulation -
Author/Editor: Matsumoto, Tad
Author Heading: Matsumoto, Tad
Publication, Distribution, etc.: Institute of Electronics, Information and Communication Engineers (IEICE)
Publication Date: 2024-05-24
Publication Date (W3CDTF): 2024-05-24
Periodical title: Institute of Electronics, Information and Communication Engineers Technical Committee on Radio Communication Systems (IEICE RCS)
No. or year of volume/issue: RCS2024-23
Volume: RCS2024-23
Text Language Code: eng
Target Audience: 一般
Note (General): This tutorial focuses on Decision-Making based on Distributed Hypothesis Testing (DHT) with Lossy Correlated Sources Observations via End-to-End Distributed Lossy Communications. First of all, this tutorial provides the course takers with Mathematical and Information Theoretic knowledge needed to understand the concept, where important Theorems, Lemmas and their practical meanings are explained. Then, this tutorial introduces analytical methods based on the theorems, and the results of numerical calculations for evaluating their performance represented by their corresponding Rate-Distortion function and outage probabilities. This tutorial applies the theoretical framework of DHT for the decision making via lossy networks. The relationship in the mathematical bases between that for Wireless Lossy Communications (WLC) and for DHT, as well as that for WLC and for Machine Learning is focused on.
IEICE Technical Committee on Radio Communication Systems (RCS), May 30–31, 2024, Fukuoka University　電子情報通信学会無線通信システム研究会, 2024年5月30日～31日, 福岡大学
identifier:https://dspace.jaist.ac.jp/dspace/handle/10119/19040
Access Restrictions: 限定公開
Rights (production): Copyright (c) Author. Tad Matsumoto, Decision making via End-to-End Lossy Distributed Wireless Cooperative Networks - A Distributed Hypothesis Testing based Formulation -, RCS2024-23, Tutorial Lecture at IEICE Technical Committee on Radio Communication Systems (RCS), May 30–31, 2024, Fukuoka University.
Data Provider (Database): 国立情報学研究所 : 学術機関リポジトリデータベース（IRDB）（機関リポジトリ）
https://irdb.nii.ac.jp
Original Data Provider (Database): 北陸先端科学技術大学院大学 : JAIST学術研究成果リポジトリ