教學大綱表 (112學年度 第1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
電機工程學系
課程代碼
Course No.
E4740
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
大四
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 Discrete Fourier transform (DFT) 1. DFT derivation and properties
2. FFT algorithms: fast computation of the DFT
1. DFT derivation and properties
2. FFT algorithms: fast computation of the DFT
講授
閱讀討論
作業
 
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 期中考 期中評量 期中綜合學習 閱讀討論
期中考
 
9 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
 
10 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
 
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 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
 
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 Filter Design Techniques 1. Design of IIR filters
2. Design of FIR filters
1. Design of IIR filters
2. Design of FIR filters
講授
閱讀討論
作業
 
16 期末考 期末評量 期末總複習 閱讀討論
期末考
 
彈性教學週活動規劃

No.
實施期間
Period
實施方式
Content
教學說明
Teaching instructions
彈性教學評量方式
Evaluation
備註
Notes
1 起:2024-01-02 迄:2024-01-05 2.非同步線上課程 Asynchronous online course MATLAB programming in DSP applications. 達成指定要求。 1. 透過觀看 TronClass 之教學影片,學習 MATLAB Programming. 2. 實現一個 DSP 應用程式,並以實際訊號驗證程式功能。
2 起:2024-01-08 迄:2024-01-12 5.小專題 Project DSP project using the MATLAB. 1. 達成指定要求。 2. 完成度。 3. 報告品質。 請於 2024/1/10 前於 Tronclass 繳交彈性教學週之專題報告。


教學要點概述:
1.自編教材 Handout by Instructor:
■ 1-1.簡報 Slids
□ 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:25%   期中考:25%   彈性教學:10%   平時考:20%   作業:20%  

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://ilearn.ttu.edu.tw/
扣考規定:http://eboard.ttu.edu.tw/ttuwebpost/showcontent-news.php?id=504