數位訊號處理

Digital Signal Processing

學期

111-1

學分

3 學分

當期課號

556100

永久課號

ENAP30012

開課單位

工學院碩士在職專班-精密組

授課教師

鄭泗東

校區

光復

類別

選修

上課時間表

節	週一
A 18:30–19:20	數位訊號處理 EE230 3 節連堂
B 19:30–20:20
C 20:30–21:20

* 根據陽明交大上課時間表所列

概述

This course contains a comprehensive treatment of discrete-time signals processing from their theoretical mathematical foundations to practical implementation in engineering.  To familiarize students with the fundamentals and theory underlying Digital Signal Processing (DSP)  To establish ability of using DSP as an analysis and design tool  To introduce various applications associated with DSP.  Digital Filter Design: IIR, FIR  Neural network signal processing  Applications to digital signal processing and control.

先修科目

工程數學

教學方式

課堂講課、程式與作業檢討; 互動式討論及考試、學生需對課程內容瞭解程度提出簡要說明 English notes, Chinese lecture.

評分方式

課後作業及平時學期課中表現 Exercise & Attendance : 30% 期中考 mid-quiz: 30% 期末考 Final quiz report (open book for designing of digital filters): 40%

課程大綱

1. Signal Processing
2. Discrete-time signals and systems
3. The Discrete Fourier Transform and Spectral Analysis
4. Convolution and Correlation
5. Filter Specification and Structures
6. Filter design techniques
7. Computation of the Fast Fourier Transform
8. Neural network signal processing

週次計畫

週次	主題
第 1 週	Discrete-time signals and systems
第 2 週	Signal Reconstruction and Sampling
第 3 週	Discrete-Time Domain Models of Systems
第 4 週	Discrete Fourier Series
第 5 週	Discrete Fourier Series and Discrete Fourier Transform
第 6 週	Spectral Analysis
第 7 週	Discrete-Time Signals Fourier Analysis
第 8 週	Convolution and Correlation
第 9 週	期中考
第 10 週	Discrete-Time Signals Fourier Transform & Discrete Fourier Transform
第 11 週	Properties of The DTFT and DFT Discrete-Time Fourier Series (DTFS) Discrete Fourier Series (DFS)
第 12 週	Multirate Signal Processing Neural network signal processing
第 13 週	Short-Time Fourier Transform (STFT)
第 14 週	Structures for Digital Filters
第 15 週	Digital Filters Design
第 16 週	Design of Digital Filters : FIR/IIR Filters
第 17 週	Computation of the Fast Fourier Transform
第 18 週	期末考

教科書

Oppenheim, A. V. and Schafer, R. W., "Discrete-Time Signal Processing," 2nd., Prentice-Hall,

Office Hours

地點: EE426
時間: 周二晚18:30~19:30
聯絡方式: Tel: 03 5712121 ext 55132 Email: stonecheng@mail.nctu.edu.tw