教學大綱表 (107學年度 第2學期)
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課程名稱
Course Title
(中文) 數位訊號處理
(英文) Digital Signal Processing
開課單位
Departments
電機工程研究所
課程代碼
Course No.
E4740B
授課教師
Instructor
李清坤
學分數
Credit
3.0 必/選修
core required/optional
選修 開課年級
Level
研究所
先修科目或先備能力(Course Pre-requisites):富氏分析(E107), 訊號與系統(E206)
課程概述與目標(Course Overview and Goals):1. 建立數位訊號之時域與頻域數學代表式。
2. 建立數位系統之數學代表式、分析工具、系統架構、有限位元效
應、及基本濾波器設計方法。
教科書(Textbook) Oppenheim and Schafer, Discrete-time Signal Processing, 3rd ed., Pearson, 2010.
參考教材(Reference) Burrus et. al., Computer-Based Exercises for Signal Processing, Prentice-Hall, 1994.
課程大綱 Syllabus 學生學習目標
Learning Objectives
單元學習活動
Learning Activities
學習成效評量
Evaluation
備註
Notes

No.
單元主題
Unit topic
內容綱要
Content summary
1 Introduction 1. Background
2. Application Examples
1. Background
2. Application Examples
 
2 Frequency-Domain Representation of DT signals and Systems 1. Discrete-time Fourier transform (DTFT)
2. DTFT properties and theorems
1. Discrete-time Fourier transform (DTFT)
2. DTFT properties and theorems
 
3 Discrete-Time Signals and Systems 1. Basic sequences and sequence operations
2. Discrete-time system properties
3. Linear time-invariant (LTI) systems
4. Linear constant-coefficient difference equation
5. Discrete-time (DT) random signals
1. Basic sequences and sequence operations
2. Discrete-time system properties
3. Linear time-invariant (LTI) systems
4. Linear constant-coefficient difference equation
5. Discrete-time (DT) random signals
 
4 Discrete-Time Signals and Systems 1. Basic sequences and sequence operations
2. Discrete-time system properties
3. Linear time-invariant (LTI) systems
4. Linear constant-coefficient difference equation
5. Discrete-time (DT) random signals
1. Basic sequences and sequence operations
2. Discrete-time system properties
3. Linear time-invariant (LTI) systems
4. Linear constant-coefficient difference equation
5. Discrete-time (DT) random signals
 
5 Frequency-Domain Representation of DT signals and Systems 1. Discrete-time Fourier transform (DTFT)
2. DTFT properties and theorems
1. Discrete-time Fourier transform (DTFT)
2. DTFT properties and theorems
 
6 The z-Transform 1. z-transform and its region of convergence
2. the inverse z-tranform
3. z-transform properties
1. z-transform and its region of convergence
2. the inverse z-tranform
3. z-transform properties
 
7 The z-Transform 1. z-transform and its region of convergence
2. the inverse z-tranform
3. z-transform properties
1. z-transform and its region of convergence
2. the inverse z-tranform
3. z-transform properties
 
8 Sampling of Continuous-Time Signals 1. Sampling theorem
2. Reconstruction of a bandlimited signal fronm its samples
3. Continuous-time processing of discrete-time signals
4. Changing the sampling rate using DT processing
5. Practical considerations of digital processing
1. Sampling theorem
2. Reconstruction of a bandlimited signal fronm its samples
3. Continuous-time processing of discrete-time signals
4. Changing the sampling rate using DT processing
5. Practical considerations of digital processing
 
9 期中考 期中考 期中考  
10 Sampling of Continuous-Time Signals 1. Sampling theorem
2. Reconstruction of a bandlimited signal fronm its samples
3. Continuous-time processing of discrete-time signals
4. Changing the sampling rate using DT processing
5. Practical considerations of digital processing
1. Sampling theorem
2. Reconstruction of a bandlimited signal fronm its samples
3. Continuous-time processing of discrete-time signals
4. Changing the sampling rate using DT processing
5. Practical considerations of digital processing
 
11 Transform Analysis of LTI Systems 1. The frequency response of LTI systems
2. System functions for systems characterized by LCCDE
3. All-pass systems
4. Minimum-phase systems
5. LTI system with generalized linear phase
1. The frequency response of LTI systems
2. System functions for systems characterized by LCCDE
3. All-pass systems
4. Minimum-phase systems
5. LTI system with generalized linear phase
 
12 Transform Analysis of LTI Systems 1. The frequency response of LTI systems
2. System functions for systems characterized by LCCDE
3. All-pass systems
4. Minimum-phase systems
5. LTI system with generalized linear phase
1. The frequency response of LTI systems
2. System functions for systems characterized by LCCDE
3. All-pass systems
4. Minimum-phase systems
5. LTI system with generalized linear phase
 
13 Transform Analysis of LTI Systems 1. The frequency response of LTI systems
2. System functions for systems characterized by LCCDE
3. All-pass systems
4. Minimum-phase systems
5. LTI system with generalized linear phase
1. The frequency response of LTI systems
2. System functions for systems characterized by LCCDE
3. All-pass systems
4. Minimum-phase systems
5. LTI system with generalized linear phase
 
14 Structures for DT systems 1. Basic structures for IIR systems
2. Basic structures for FIR systems
3. The effects of coefficient quantization
4. Effects of round-off noise
1. Basic structures for IIR systems
2. Basic structures for FIR systems
3. The effects of coefficient quantization
4. Effects of round-off noise
 
15 Structures for DT systems 1. Basic structures for IIR systems
2. Basic structures for FIR systems
3. The effects of coefficient quantization
4. Effects of round-off noise
1. Basic structures for IIR systems
2. Basic structures for FIR systems
3. The effects of coefficient quantization
4. Effects of round-off noise
 
16 The Discrete Fourier transform (DFT) 1. DFT derivation and properties
2. Linear convolution using the DFT
3. Computation of the DFT
1. DFT derivation and properties
2. Linear convolution using the DFT
3. Computation of the DFT
 
17 The Discrete Fourier transform (DFT) 1. DFT derivation and properties
2. Linear convolution using the DFT
3. Computation of the DFT
1. DFT derivation and properties
2. Linear convolution using the DFT
3. Computation of the DFT
 
18 期末考 期末總複習 期末總複習與評量  


教學要點概述:
1.自編教材 Handout by Instructor:
□ 1-1.簡報 Slides
□ 1-2.影音教材 Videos
□ 1-3.教具 Teaching Aids
□ 1-4.教科書 Textbook
□ 1-5.其他 Other
□ 2.自編評量工具/量表 Educational Assessment
□ 3.教科書作者提供 Textbook

成績考核 Performance Evaluation: 期末考:30%   期中考:30%   其他評量:10%   平時考:20%   作業:10%  

教學資源(Teaching Resources):
□ 教材電子檔(Soft Copy of the Handout or the Textbook)
□ 課程網站(Website)
課程網站(Website):http://elearn.ttu.edu.tw/
扣考規定:https://curri.ttu.edu.tw/p/412-1033-1254.php