Digital Signal Processing (English) - 105 Academic Year
本課程是由 國立陽明交通大學電機工程學系 提供。
The course aims to provide the fundamentals of discrete time signal processing.
(This course is taught in English.)
Textbook：Discrete-Time Signal Processing (3rd ed.), A. V. Oppenheim and R. W. Schafer, Prentice Hall, 2009.
For perfect learning results, please buy textbooks!
| Instructor(s) | College of Electrical and Computer Engineering Prof. Yuan-Bei Lin |
|---|---|
| Course Credits | 3 Credits |
| Academic Year | 105 Academic Year |
| Level | Graduate Student |
| Prior Knowledge | Signals and Systems, Introduction to Digital Signal Processing |
| Related Resources | Course Video Course Syllabus Course Calendar Course Homework |
| Week | Course Content | Course Video |
|---|---|---|
| Ch1 課程介紹 | Watch Online | |
| Ch2#1.1 Basic Sequence (課本2-1 Basic Sequence) | Watch Online | |
| Ch2#1.2 Discrete-Time Systems (課本2-2 Discrete-Time Systems) | Watch Online | |
| Ch2#1.3 LTI (課本2-1 LTI) | Watch Online | |
| Ch2#2 Causality Stability (課本2-1Causality Stability) | Watch Online | |
| Ch2#3 Linear Constant-Coefficient Difference Equations (課本2-5Linear Constant-Coefficient Difference Equations) | Watch Online | |
| Ch2#4.1 LTI Frequency Domain | Watch Online | |
| Ch2#4.2 DTFT (課本2-2 DTFT) | Watch Online | |
| Ch2#5 DTFT Properties (課本2-3 DTFT Properties) | Watch Online | |
| Ch2#6 DTFT examples (課本2-3 DTFT examples) | Watch Online | |
| Ch2#7 MatLab Discussion | Watch Online | |
| Ch4#1.1 Sampling | Watch Online | |
| Ch4#1.2 CD Converter | Watch Online | |
| Ch4#2-1 Sampling Theorem and Reconstruction | Watch Online | |
| Ch4#2-2 Sampling Theorem and Reconstruction | Watch Online | |
| Ch4#3 Sampling Rate Conversion~ Part I | Watch Online | |
| Ch4#4 Sampling Rate Conversion~ Part II (課本4.6 Sampling Rate Conversion~ Part II ) | Watch Online | |
| Ch4#5 Digital pross. of CT signals (課本4-5 Digital pross. of CT signals) | Watch Online | |
| Ch4#6 Reconstruction | Watch Online | |
| Ch8#1 DFT and IDFT | Watch Online | |
| Ch8#2 DFT and DFS | Watch Online | |
| Ch8#3 Properties of DFT | Watch Online | |
| Ch8#4 Circular Convolution | Watch Online | |
| Ch3#1 Z Transform ~ Part I | Watch Online | |
| Ch3#2 Z Transform ~ Part II | Watch Online | |
| Ch5#1 Transform analysis of LTI ~ Part I (課本 5-1 Phase) | Watch Online | |
| Ch5#2 Transform analysis of LTI ~ Part II (課本 5-1, 5-7 Linear Phase) | Watch Online | |
| Ch5#3 Transform analysis of LTI ~ Part III (課本 5-2, 5-3 Rational Systems) | Watch Online | |
| Ch5#4 Transform analysis of LTI ~ Part IV (課本5-5, 5-6 Allpass and Minimum Phase) | Watch Online | |
| Ch6#1 Structures ~ Part I (課本Direct Form) | Watch Online | |
| Ch6#2 Structures ~ Part II (課本Parallel and Cascade Form) | Watch Online | |
| Ch6#3 Structures ~ Part III (課本6.7 Effect of Coefficient Quantization) | Watch Online | |
| Ch7#1 FIR filter design using rectangular windows | Watch Online | |
| Ch7#2 FIR filter design using general windows | Watch Online | |
| Ch7#3 IIR filter design | Watch Online | |
| Ch9#1 FFT | Watch Online |
課程目標
The course aims to provide the fundamentals of discrete time signal processing.
課程章節
| 章節 | 章節內容 |
| Review | examples of D.-T. signals, and basic D.-T. signals system properties: causality, stability LTI systems, impulse response, convolution, difference equations DTFT and examples of basic signals |
| Z-transform | definition, and relations to signal convolution, system properties, e.g., casuality and stability, and D.-T. Fourier transform inverse Z-transform properties |
| Sampling | F.T. of continuous time signals and discrete time sequences sampling theorem, aliasing and reconstruction discrete time processing of continuous time signals |
| Fourier analysis of LTI systems | rational systems, magnitude and phase, minimum phase, allpass, and linear phase |
| Implementation | rational system and difference equation block diagram structures |
| Multirate system | building blocks, polyphases, & fractional sampling rate conversion |
| Filter design | |
| DFT | |
| FFT | |
| * Fourier analysis of signals and short-time Fourier transform | |
課程書目
Discrete-Time Signal Processing (3rd ed.), A. V. Oppenheim and R. W. Schafer, Prentice Hall, 2009.
評分標準
| 項目 | 百分比 |
| quizzes | 2*10% |
| midterm exam | 30% |
| final exam | 30% |
| homework | 20% |
本課程行事曆提供課程進度與考試資訊參考。
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本課程行事曆提供課程進度與考試資訊參考。
學期週次 | 課程影音 | 課程作業 | |
第一週 | Ch1 課程介紹 | 課程影音 | |
| 第二週 第三週 | Ch2#0 Basic Sequence | 課程影音 | |
| Ch2#0 Discrete-Time Systems | 課程影音 | ||
| Ch2#1 LTI | 課程影音 | ||
| Ch2#2 Causality Stability | 課程影音 | ||
| Ch2#3 Linear Constant-Coefficient Difference Equations | 課程影音 | ||
| Ch2#3 LTI Frequency Domain | 課程影音 | ||
| 第四週 第五週 | Ch2#4 DTF | 課程影音 | |
| Ch2#5 DTFT Properties | 課程影音 | ||
| Ch2#6 DTFT examples | 課程影音 | ||
| 第六週 | Ch4#0 Sampling | 課程影音 | |
| Ch4#0 MatLab Discussion | 課程影音 | ||
| Ch4#1 CD Converter | 課程影音 | ||
| Ch4#2 Sampling Theorem and Reconstruction | 課程影音 | ||
| 第七週 | Ch4#3 Sampling Rate Conversion~ Part I | 課程影音 | |
| Ch4#4 Sampling Rate Conversion~ Part II | 課程影音 | ||
| 第八週 | Ch4#5 Digital pross. of CT signals | 課程影音 | |
| Ch4#6 Reconstruction | 課程影音 | ||
| 第十週 | Ch8#1 DFT and IDFT | 課程影音 | |
| Ch8#2 DFT and DFS | 課程影音 | ||
| 第十一週 | Ch8#3 Properties of DFT | 課程影音 | |
| Ch8#4 Circular Convolution | 課程影音 | ||
| 第十二週 | Ch3#1 Z Transform ~ Part I | 課程影音 | |
| Ch3#2 Z Transform ~ Part II | 課程影音 | ||
| 第十三週 | Ch9#1 FFT | 課程影音 | |
| 第十四週 | Ch5#1 Transform analysis of LTI ~ Part I | 課程影音 | |
| Ch5#2 Transform analysis of LTI ~ Part II | 課程影音 | ||
| 第十五週 | Ch5#3 Transform analysis of LTI ~ Part III | 課程影音 | |
| Ch5#4 Transform analysis of LTI ~ Part IV | 課程影音 | ||
| 第十六週 | Ch7#1 FIR filter design using rectangular windows | 課程影音 | |
| Ch7#2 FIR filter design using general windows | 課程影音 | ||
| Ch7#3 IIR filter design | 課程影音 | ||
| 第十七週 | Ch6#1 Structures ~ Part I | 課程影音 | |
| Ch6#2 Structures ~ Part II | 課程影音 | ||
| Ch6#3 Structures ~ Part III | 課程影音 | ||
COURSE
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