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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 |
103-1 |
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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/1031CIE7167_SPSA1 |
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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 |
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. Singular Spectrum Analysis
9. Discrete-time state-space model
10. Time-series analysis of input-output system:System Identification
11. Recursive system identification (Kalman filter technique)
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課程目標 |
對動力訊號作完整的介紹，包括數據擷取、採樣與處理，並從輸入與輸出訊號，探討系統之特性。 |
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課程要求 |
a. Mid-term exam: 35%
b. Final exam: 35%
c. homework: 30%
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預期每週課後學習時數 |
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Office Hours |
另約時間 |
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指定閱讀 |
Will be provided after each lecture. |
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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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No. |
項目 |
百分比 |
說明 |
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1. |
Mid-term exam and final exam |
70% |
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2. |
Homework |
30% |
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週次 |
日期 |
單元主題 |
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第2週 |
9/24 |
Homework 1 (turn in on 2014-10-1) |
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第3週 |
10/01 |
Homework 2 (turn in on Oct. 15). Data file for Problem 4,5 & 6 will be provided.
Note: Data file for exercise 2 is attached. Sampling rate:200 Hz, |
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第4週 |
10/08 |
You have a homework. Hint on Exercise-2 (Problem 2)was also added. |
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第5週 |
10/15 |
You have a Homework-4; Data for homework-4 is now upload (RCF6...file). |
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第6週 |
10/22 |
You have a homework 4 |
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第8週 |
11/05 |
Reference materials for Note-#8 (Kalman filter) |
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第9週 |
11/12 |
Attached the review on exercise 1 & 2 |
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第10週 |
11/19 |
Mid-term Examination (11/19): start at 9:10 am |
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第12週 |
12/03 |
本週停課(出差：出席國際會議，Keynote Lecture) |
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第13週 |
12/10 |
本週上課至12:30 pm (補12/3之課)。
You have a homework on using ARX model. |
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第14週 |
12/17 |
本週上課至12:30 pm (補12/3之課)。 |
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第15週 |
12/24 |
本週上課至12:30 pm (補12/3之課)。 |
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第16週 |
12/31 |
本週上課至12:30 pm (補12/3之課)。 |
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第17週 |
1/07 |
本週上課至12:30 pm (補12/3之課)。Final Exam will be a project for each student.(Due date to submit final report is 1/15(Thursday) |
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