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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 |
102-1 |
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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/1021signal |
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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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課程概述 |
This course gives basic descriptions and properties of deterministic data and random data to provide a physical understanding of signals. Interpretation of time series data will include: Fourier transform (frequency domain), Hilbert transform (time-frequency analysis). Application of signal pprocessing techniques to system identification of structure will also be introduced. |
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課程目標 |
Teach how to extract features from the measured signals. This course will cover both frequency-domain and time domain analysis of signals. |
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課程要求 |
Course 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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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
Lecture Notes |
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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1週 |
9/11 |
Introduction of random signal |
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第3週 |
9/25 |
Discrete Fourier transform |
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第4週 |
10/02 |
Fast Fourier Transform |
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第5週 |
10/09 |
Frequency Domain Analysis of Random Signal /
Homework 1 is uploaded.
Turn in the report on 10.23 |
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第9週 |
11/6 |
You have Homework II |
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第10週 |
11/13 |
The mid-term exam is set on 11//13 (Wed) afternoon at 4:00pm
Note-7 Revised |
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第12週 |
11/27 |
Homework-3 |
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第16週 |
12/25 |
12/30 (Mon) at 1:00 pm 補課。教室在土研802。 |
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第17週 |
1/01 |
2014 New Year Holiday |
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