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

• 資料種別: 文書・図像類
• タイトル: Decision making via End-to-End Lossy Distributed Wireless Cooperative Networks - A Distributed Hypothesis Testing based Formulation -
• 著者・編者: Matsumoto, Tad
• 著者標目: Matsumoto, Tad
• 出版事項: Institute of Electronics, Information and Communication Engineers (IEICE)
• 出版年月日等: 2024-05-24
• 出版年（W3CDTF）: 2024-05-24
• タイトル（掲載誌）: Institute of Electronics, Information and Communication Engineers Technical Committee on Radio Communication Systems (IEICE RCS)
• 巻号年月日等（掲載誌）: RCS2024-23
• 掲載巻: RCS2024-23
• 本文の言語コード: eng
• 対象利用者: 一般
• 一般注記: 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
• 記録形式（IMT）: application/pdf
• 一次資料へのリンクURL: https://dspace.jaist.ac.jp/dspace/bitstream/10119/19040/1/Tutorial.pdf
• オンライン閲覧公開範囲: 限定公開
• 著作権情報: 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.
• 連携機関・データベース: 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
• 提供元機関・データベース: 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