Digital Signal Processing
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课程详情
课程评价
spContent=DSP is a basic theory course combined with practical engineering applications. The teacher in DSP teaching team of UESTC has been engaged in communication signal processing for a long time. The Chinese version of this course has won the title of 'National Excellent Course.'
—— 课程团队
课程概述

This course is a professional basic course for postgraduates in electronic information and electrical specialty after the course of Signal and System. The aim of this course is to make students understand the overview of the technical field of Digital Signal Processing, preliminarily establish the basic concepts of digital signal processing, master the basic analysis methods, and lay a foundation for the following courses and research work related to information processing. During the study of this course, students should master the basic principles, basic concepts and basic analysis methods of digital signal processing, and have basic algorithm analysis, digital system design and simulation capabilities. The main content of this course is to introduce the descriptions of digital processing for signals in the time domain and in the transform domain, discuss the basic theory and basic algorithm implementations of several kinds of transformations(such as ZT,DTFT,DFT), analyse the mathematical concepts, physical concepts and engineering concepts of various characteristics of digital systems represented by digital filters. Students are required to master the basic analysis theory and design methods of digital systems, and establish ideas, methods and rigorous scientific attitudes of solving practical problems. Students are also required to self-learn MATLAB and have programming and simulation capabilities.

授课目标

Digital Signal Processing is a basic theory course combined with practical engineering applications. During the study of this course, students should master the basic principles, basic concepts and analysis methods of digital signal processing, and have basic algorithm analysis, digital system design and simulation capabilities.

课程大纲
预备知识

Advanced Mathematics, Linear Algebra, Signals and Systems

参考资料

(1)Newbold Richard著,李玉柏,杨鍊,武畅译,Practical Applications in Digital Signal Processing,机械工业出版社,2015

(2)Alan V. Oppenheim,Ronald W. Schafer,李玉柏,潘晔,杨鍊,廖昌俊译“Discrete-Time Signal Processing(The 3th Edition) ”(精编版),机械工业出版社,2017

(3)彭启琮,林静然,杨鍊,潘晔编著,数字信号处理,高等教育出版社,2017

(4)程佩青:“数字信号处理教程(第四版)”,清华大学出版社,2013

常见问题

Q :  Why do we analyze the signal in transform domain?

Q :  What are the relationships between several transformations of discrete-time signals ——ZT, DTFT and DFT?

Q :  when continuous-time signals is sampled in the time-domain, what will happen in it's frequency domain?

Q :  How do the frequency response and transfer function of a discrete-time system illustrate the performance of a discrete-time system?

Q :  What are the design and implementation steps of digital filters?

Q :  What does the calculation structures of the digital filter mean?

Q :  What is the physical meaning of the parameters of the digital filter?

Q :  How does the finite word length effect affect digital signal processing?

A :  Please  follow us to study the course, you will get the answers to these questions.