This course introduces basic mathematical tools to analyze continuous/discrete-time signals and linear time-invariant systems that may be encountered in many disciplines of electrical engineering, such as signal processing, communications, circuit design, and control. In this course, we will cover topics such as convolution, filtering, sampling, Fourier series, Fourier transform, Laplace transform, and the z-transform. In essence, students will learn how to view and process signals in both time and frequency domains.
課程簡述
Brief course description
This course introduces basic mathematical tools to analyze continuous/discrete-time signals and linear time-invariant systems that may be encountered in many disciplines of electrical engineering, such as signal processing, communications, circuit design, and control. In this course, we will cover topics such as convolution, filtering, sampling, Fourier series, Fourier transform, Laplace transform, and the z-transform. In essence, students will learn how to view and process signals in both time and frequency domains.
課程大綱
Syllabus
| ♠ | Goal and Overview |
| This course introduces basic mathematical tools to analyze continuous/discrete-time signals and linear time-invariant systems that may be encountered in many disciplines of electrical engineering, such as signal processing, communications, circuit design, and control. In this course, we will cover topics such as convolution, filtering, sampling, Fourier series, Fourier transform, Laplace transform, and the z-transform. In essence, students will learn how to view and process signals in both time and frequency domains. | |
| ♠ | Related Topics |
| Calculus, Linear Algebra. | |
指定用書
Textbook Book
| ♠ | Alan V. Oppenheim and Alan S. Willsky, with S. Hamid Nawab, Signals and |
| Systems, 2nd Ed., Pearson Education Limited, 2014 (or Prentice-Hall, 1997) | |
| ISBN：9781292025902 |
參考用書
References: (not required)
| 1. | |
| ISBN：9780367737771 | |
| 2. | |
| John Wiley & Sons,Inc., 2003 | |
| ISBN：9780471378518 |
教學大綱
Syllabus:
| 1. | Introduction to Signals and Systems |
| 2. | Linear Time-Invariant Systems |
| 3. | Fourier Series Representation of Periodic Signals |
| 4. | The Continuous-Time Fourier Transform |
| 5. | The Discrete-Time Fourier Transform |
| 6. | Time and Frequency Characterization of Signals and Systems |
| 7. | Sampling |
| 8. | The Laplace Transform |
| 9. | Thez-Transform |
| ♠ Evaluation: Homework 30%; Midterm 35%; Finals 35% |
