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課程名稱 |
訊號處理與頻譜分析
Signal Processing and Spectral Analysis |
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開課學期 |
101-1 |
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授課對象 |
工學院 結構工程組 |
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授課教師 |
羅俊雄 |
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課號 |
CIE7167 |
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課程識別碼 |
521 M7560 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期三2,3,4(9:10~12:10) |
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上課地點 |
土研405 |
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備註 |
總人數上限：34人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1011signal2012 |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
The course contents will cover:
1. Fourier transform properties,
2. Convolution & Correlation of Signals
3. The FFT and its Application
4. SI-SO and MI-MO Relationship of Linear System (Frequency domain analysis)
5. Nonlinear System Analysis: Frequency Domain Analysis
6. The Hilbert Transform
7. Design of Digital Filter
8. Discrete-time state-space model
9. Time-series analysis of input-output system:
System Identification
10. Recursive system identification (Kalman filter technique)
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課程目標 |
This course will introduce the basic signal analysis from both frequency domain and time domain. Student can learn how to analyze the data and how to extact features from the measured signal. Basic system identification technique will also be introduced in this course.
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課程要求 |
1. There will have two examinations: one mid-term and one final exam.
2. Homeworks will be assigned after each lecture.
3. Grade: Homework:30 %, Mid-term: 35 %, Final 35%.
Lecture will be delivered in both Chinese & English (60%~70% will be presented by Chinese) |
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預期每週課後學習時數 |
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Office Hours |
另約時間 備註： through e-mail acontact to mke the appointment |
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指定閱讀 |
1. Lecture nootes will be provide before each lecture.
2. Papers will be assigned for studying.
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參考書目 |
1. E. Oran Brigham, The Fast Fourier Transform and Its Application
Prectice-Hall Int. Inc. 1988
2. J.S. Bendat & A.G. Piersol, Random Data: Analysis & Measurement
Procedures, Wiley-Interscience, 1986
3. T. Soderstrom & P. Stoica, System Identification, Pretice-Hall, 1989.
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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第5週 |
10/10 |
Turn in the Homework 2 before 2012-10-24 |
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第8週 |
10/31 |
Homework 3
and Important Notice |
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第12週 |
11/28 |
Materials for Mid-term exam will cover from Ch.1 to Ch.8. |
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第15週 |
12/19 |
Example for ARX model (MATLAB Code) was provided. |