信号处理与数据分析

1、Instructor: Dr. Tianshuang QiuFaculty of Electronic Information and Electrical EngineeringAutumn of 20132021-11-5Signals & Systems2lTianshuang QIU, Ph.D, ProfessorEducationlUndergraduate: Tianjin University (B.S. in Electrical Engineering, Majored in Electronic Instrument and Measurement Technol

2、ogy)lGraduate: Dalian University of Technology (M.S. in Electrical Engineering, Majored in Signal and Information Processing)lDoctorate: Dalian University and Technology/Southeastern University (Ph.D in Electrical Engineering, Majored in Signal and Information Processing)2021-11-5Signals & Syste

3、ms3Professional ExperienceslResearch Engineer, at Dalian Institute of Chemical Physics, Chinese Academy of ScienceslAssociate Professor, at Dlain Railway Institute of TechnologylPostdoctoral Fellow, at Northern Illinois University, USAlProfessor, at Dalian University of Technology, since 2000Researc

4、h AreaslThe theory and application of digital signal processinglNon-stationary and Non-Gaussian signal processinglAdaptive signal processinglBiomedical signal processinglTelecommunication signal processing lBiomedical EngineeringlRadio-Frequency Signal Processing2021-11-5Signals & Systems4Course

5、s TaughtlSignal and System (for undergraduate students at English Intensive Class)lBiomedical Information Technology (for master students majored in Biomedical Engineering)lProfessional English (for junior undergraduate students at English Intensive Class)lNetwork Communications (for master students

6、)lDevelopment of Modern Communication (for Ph.D students)lBiomedical Signal Analysis and Processing (for undergraduate students majored in Biomedical Engineering)lSignal Processing and Data Analysis (for Master Students in Non-Electronic Information Areas)2021-11-5Signals & Systems5lA group head

7、ed by Mr. Wang PengWorking 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.2021-11-5Signals & Systems6lGoalsThe go

8、als 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 s

9、tudents establish a solid foundation for the study in the future.2021-11-5Signals & Systems7lCourse DescriptionBased 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

10、course contains 5 parts: Signals and systems; Error analysis and data pre-processing; Digital signal processing; Statistical signal processing; Modern signal processing2021-11-5Signals & Systems8lPreparatory CoursesCalculousPhysicsMathematics for Engineering, including lLinear Algebra, lProbabil

11、ity and Mathematical Statistics2021-11-5Signals & Systems9lReadingsNotes: Your own course notes are the most valuable sources of information.Textbook: PPT Compiled by the InstructorReferences:lA. V. Oppenheim and A. S. Willsky, Signals and Systems (2nd Edition), Prentice-Hall, Englewood Cliffs,

12、NJ, 1997. l秦树人，季忠，尹爱军，秦树人，季忠，尹爱军，工程信号处理工程信号处理，北京：高等教育出版，北京：高等教育出版社，社，2008年年l程佩青，程佩青，数字信号处理教程数字信号处理教程（第三版），北京：清华大学出版（第三版），北京：清华大学出版社，社，2007年年 l朱明武，李永新，卜雄洙，朱明武，李永新，卜雄洙，测试信号处理与分析测试信号处理与分析，北京：北京，北京：北京航空航天大学出版社，航空航天大学出版社，2006年年 2021-11-5Signals & Systems10References:l胡广书，数字信号处理，清华大学出版社，胡广书，数字信号处理，清华大

13、学出版社，2003年年l邱天爽，张旭秀，李小兵，孙永梅，统计信号处理邱天爽，张旭秀，李小兵，孙永梅，统计信号处理非高斯信非高斯信号处理与应用，电子工业出版社，号处理与应用，电子工业出版社，2004年年l佟德纯，姚宝恒，工程信号处理与设备诊断，科学出版社，佟德纯，姚宝恒，工程信号处理与设备诊断，科学出版社，2008年年l邱天爽，唐洪，刘海龙，统计信号处理：医学信号分析与处理，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，科学出版社，2012年年2021-11-5Signals & Systems11lLecture Time Section 56 on Wednes

14、day (Week 415) Section 56 on Friday (Week 415)lLecture Location研研-102lHomework SolutionsFind out what is right and wrong with your own solutions and why. lExperiment Take time to conduct simulations on your own computers with MATLAB based on the contents of the course.2021-11-5Signals & Systems1

15、2lOffice HoursYou are encouraged to discuss problems associated 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 Friday 4:00PM-5:00PM every week, and by a

16、ppointment, at Room A1242 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. 2021-11-5Signals & Systems13lEvaluation Criteria Homework, Quizzes (maybe given in class) and Attendance : 20%Fi

17、nal Exam: 80% 2021-11-5Signals & Systems14lOthers You are encouraged to discuss homework assignments with your classmates, but all work done on the exams must be your own. The penalty for cheating on an exam will be a score of zero on the exam, and a failing grade in the course. Missing three or

18、 more lectures without a valid reason acceptable to the instructor may result in a failing grade for the course. 2021-11-5Signals & Systems15lImportant Dates and ThingsHomework is due on the day specified before the class begins.Late homework will be gladly accepted with 30% grade discount for e

19、ach day late.Quizzes may be given sometime in class.Final Examination will be arranged at the end of this semester by the Graduate School. 2021-11-5Signals & Systems16l时间：时间：2012年年6月月14日（星期四）日（星期四）,下午下午1:303:10节；节；l地点：综地点：综151；l请提前请提前10分钟到场并确认自己的座位；分钟到场并确认自己的座位；l考试方式：一纸开卷考试方式：一纸开卷每位同学可以准备每位同学可以准