信号处理与数据分析_大纲

2016/6/2
Signals & Systems
6
Syllabus （Cont’d）

Course Description
– Based on the requirements of the master students in
various engineering areas, this course introduces the basic concepts and principles on the signal processing and data analysis. – This course contains 5 parts: Signals and systems; Error analysis and data pre-processing; Digital signal processing; Statistical signal processing; Modern signal processing
Autumn of 2015
The Instructor

Tianshuang QIU, Ph.D, Professor
– Education



Undergraduate: Tianjin University (B.S. in Electrical Engineering, Majored in Electronic Instrument and Measurement Technology) Graduate: Dalian University of Technology (M.S. in Electrical Engineering, Majored in Signal and Information Processing) Doctorate: Dalian University and Technology/Southeastern University (Ph.D in Electrical Engineering, Majored in Signal and Information Processing)
版社，2015
– RefeBiblioteka ences:A. V. Oppenheim and A. S. Willsky, Signals and Systems (2nd Edition), Prentice-Hall, Englewood Cliffs, NJ, 1997. 秦树人，季忠，尹爱军，工程信号处理，北京：高等教育出版 社，2008年 程佩青，数字信号处理教程 （第三版），北京：清华大学出版 社，2007年
Signals & Systems
14
Syllabus（Cont’d）
Others
– You are encouraged to discuss homework
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Syllabus（Cont’d）
Evaluation
Criteria
– Homework, Quizzes (maybe given in class) and
Attendance : 20% – Final Exam: 80%
2016/6/2
with the course with the instructor, the teaching assistant (TA) and your classmates. Seek help as soon as you have questions and/or difficulties in understanding the topics. Office hours are on Monday 4:00PM--5:00PM every week, and by appointment, at Room A1221 in Chuang Xin Yuan. Although the instructor and TA will be available to help you outside their office hours, please try to make an appointment ahead of time.
Signals & Systems 2
2016/6/2
– Professional Experiences



Research Engineer, at Dalian Institute of Chemical Physics, Chinese Academy of Sciences Associate Professor, at Dlain Railway Institute of Technology Postdoctoral Fellow, at Northern Illinois University, USA Professor, at Dalian University of Technology, since 2000 The theory and application of digital signal processing Non-stationary and Non-Gaussian signal processing Adaptive signal processing Biomedical signal processing Telecommunication signal processing Biomedical Engineering Radio-Frequency Signal Processing
MATLAB based on the contents of the course.
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Syllabus（Cont’d）
Office
Hours
– You are encouraged to discuss problems associated

Lecture Location
– 研-302
Homework Solutions
– Find out what is right and wrong with your own solutions and
why.
Experiment
– Take time to conduct simulations on your own computers with
Signals & Systems 3
– Research Areas



2016/6/2
– Courses Taught Signal and System (for undergraduate students at English Intensive Class) Biomedical Information Technology (for master students majored in Biomedical Engineering) Professional English (for junior undergraduate students at English Intensive Class) Network Communications (for master students) Development of Modern Communication (for Ph.D students) Biomedical Signal Analysis and Processing (for undergraduate students majored in Biomedical Engineering) Signal Processing and Data Analysis (for Master Students in Non-Electronic Information Areas)



朱明武，李永新，卜雄洙，测试信号处理与分析 ，北京：北京 航空航天大学出版社，2006年
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Signals & Systems
10
Syllabus（Cont’d）
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Signals & Systems
11
Syllabus（Cont’d）

Lecture Time
– Section 5—6 on Wednesday (Week 3—14) – Section 5—6 on Friday (Week 3—14)
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Signals & Systems
7
Syllabus （Cont’d）

Preparatory Courses
– Calculous – Physics – Mathematics for Engineering, including

Linear Algebra, Probability and Mathematical Statistics
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The Teaching Assistant

A TA group headed by Mr. Wang Peng
– Working on his Ph.D degree in the area of
Signal and Information Processing, supervised by me. – Very good in signal processing and all the courses learned before. – Dedicated himself in the area of wireless (radio-frequency) signal processing.
信号处理与数据分析
Signals Processing and Data Analysis
For Master Students in Non-Electronic Information Areas
Instructor: Dr. Tianshuang Qiu Faculty of Electronic Information and Electrical Engineering
Signals & Systems 9


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Syllabus（Cont’d）
– References:

胡广书，数字信号处理，清华大学出版社，2003年 邱天爽，张旭秀，李小兵，孙永梅，统计信号处理—非高斯信 号处理与应用，电子工业出版社，2004年 佟德纯，姚宝恒，工程信号处理与设备诊断，科学出版社， 2008年 邱天爽，唐洪，刘海龙，统计信号处理：医学信号分析与处理， 科学出版社，2012年
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Signals & Systems
8
Syllabus（Cont’d）

Readings
– Notes: Your own course notes are the most valuable sources of
information.
– Textbook: 邱天爽，郭莹，《信号处理与数据分析》，清华大学出
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Syllabus

Goals
– The goals of this course are to give students a basic
concept and principles on signals processing and data analysis, including the signals and systems, the error analysis and data pre-processing, the digital signal processing, the statistical signal processing, and the modern signal processing, to have students establish a solid foundation for the study in the future.