Digital Signal Processing
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spContent=Welcome to the digital world! The foundation of information technology is digitalization. In the digital world, everything goes digital. The signals are digitally processed, stored and transmitted. This course, "Digital Signal Processing (DSP)", is to study the core technology and the secrets of digitalization. We will help you understand the basic concepts, theories and analytical methods of digital signal processing.You will learn to observe and analyze signals from different perspectives, and to describe and analyze systems in different ways. You will also savor the pleasure of identifying the original features of signals from the complicated signals and try to design various DSP systems on your own.
—— 课程团队
课程概述

Digital Signal Processing is a required elementary course for undergraduates majoring in communication engineering, electronic information engineering, etc. A basic introduction to DSP will be provided in this course, which covers the following theories and methods: representation of discrete-time signals in time domain and frequency domain, discrete Fourier transform and z-transform, analysis of LTI discrete-time systems in time domain and transform domain, design and realization of FIR and IIR digital filters, and implementation of DSP algorithms. The key objective of this course is to develop an understanding of the fundamental principles and techniques in digital signal processing, develop the preliminary ability of signal processing application. It also provides necessary foundation for further research and application in the areas of communication and signal processing.

授课目标

This course aims at enabling students to understand and master the basic concepts, principles and methods of digital signal processing, establishing the foundation for the following courses, providing tools for engineering applications in communication and signal processing, and cultivating the abilities of analysis, design and implementation.

课程大纲
预备知识

Prerequisite Courses: Advanced Mathematics; Signals and Systems

参考资料

[1] Sanjit K. Mitra. Digital Signal Processing：A Computer-based Approach (Fourth Edition). McGrew-Hill Companies, Inc.2011.

[2] Oppenheim and Schafer with Buck, Discrete-Time Signal Processing (Second Edition). Upper Saddle River, NJ: Prentice-Hall, 1999.

[3] S.J. Orfanidis. Introduction to Signal Processing. https://www.ece.rutgers.edu/~orfanidi/intro2sp/