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課程名稱 |
時頻分析和小波轉換
TIME-FREQUENCY ANALYSIS AND WAVELET TRANSFORM |
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開課學期 |
96-1 |
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授課對象 |
電機資訊學院 電機工程學研究所 |
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授課教師 |
丁建均 |
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課號 |
CommE5030 |
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課程識別碼 |
942 U0420 |
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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 |
星期四6,7,8(13:20~16:20) |
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上課地點 |
博理215 |
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備註 |
總人數上限：25人 |
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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) Introduction
(2) Short-Time Fourier Transform
(3) Gabor Transform
(4) Wigner Distribution Function
(5) S Transform and Cohen Class Time-Frequency Distribution
(6) Prolate Spheroidal Wave Function and Matching Pursuit, and Fractional
Fourier Transform
(7) Filter Design in the Time-Frequency Domain
(8) Modulation, Multiplexing, Sampling, and Other Applications
(9) Wavelet Transform
(10) Discrete Wavelet Transform and 2-D Wavelet Transform
(11) Implementation of Wavelet Transform
(12) Wavelet Transform for Image Processing
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課程目標 |
介紹 Fourier transform 以外頻譜分析的新技巧，以助於信號處理理論和應用的發展 |
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課程要求 |
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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 |
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參考書目 |
S. Qian and D. Chen, Joint Time-Frequency Analysis: Methods and Applications, Prentice-Hall, 1996.
L. Cohen, Time-Frequency Analysis, Prentice-Hall, New York, 1995.
L. Debnath, Wavelet Transforms and Time-Frequency Signal Analysis, Birkhauser, Boston, 2001.
S. Mallat, A Wavelet Tour of Signal Processing, Academic Press, 2nd edition, 1999.
R. K. Young, Wavelet Theory and Its Applications, Kluwer Academic Pub., Boston, 1995.
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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. |
平時 |
15% |
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2. |
作業 |
60% |
5 times |
3. |
期末報告 |
25% |
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