科目名[英文名]
Fundamentals for digital communications   [Fundamentals for digital communications]
区分		選択必修		単位数	3
対象学科等		対象年次	～	開講時期	3学期
授業形態	3学期	時間割番号	028862
責任教員 [ローマ字表記]
梅林 健太   [UMEBAYASHI Kenta]
所属	工学部	研究室		メールアドレス

概要

In wireless communications, "Estimation" and "Detection" are the fundamental and basic issues. Specifically, the receiver has to detect the transmitted signal and estimate the channel response based on the received signal. In this lecture, we will study not only the essential things related to wireless communications but also basic things related to estimation and detection. The received signals in wireless communication include randomness and we have to employ statistical signal processing to achieve appropriate detection and estimation. In this class, we will study the estimation problem and techniques. Google classroom code: 3mlww6y

到達基準

Understand detection and estimation problems, the appropriate criterion of detector and estimator designs, and practical methods to achieve them.

授業内容

Basics for wireless communication --- Detection part --- 1. Basics of statistical signal processing 2. Detection problem, What is a detection 3. One sample based detection 4. Multiple sample based detection --- Estimation part --- 1. Estimation problem, What is an estimation. 2. Unbiased and biased estimator 3. Minimum variance unbiased estimator (MVU) 4. CRLB 4.1 CRLB 4.2 General CRLB for signals in White Gaussian Noise parameters 4.3 Transformation of parameters

履修条件・関連項目

テキスト・教科書

Fundamentals of Statistical Signal Processing, Volume 1: Estimation Theory (Prentice Hall Signal Processing Series)

参考書

成績評価の方法

Reports and presentation

教員から一言

無線通信における統計的信号処理の本質が分かるように，講義を進めて行きたいと思います。また，学生さんが自ら考え，積極的に質問・議論をして，互いに切磋琢磨出来る講義を目指したいと思います。

キーワード

無線通信，信号処理，統計

オフィスアワー

随時

備考１

備考２

参照ホームページ

開講言語

英語

語学学習科目

英語

更新日付

2022/10/25 14:08:50