信号处理与数据分析
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– 研-102
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
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 appointment, 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.
MATLAB based on the contents of the course.
2014-6-16 Signals & Systems 11
Syllabus（Cont’d）
Office
Hours
– You are encouraged to discuss problems associated
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
2014-6-16
Signals & Systems
7
Syllabus （Cont’d）
Preparatory Courses
– Calculous – Physics – Mathematics for Engineering, including
Linear Algebra, Probability and Mathematical Statistics
2014-6-16 Signals & Systems 4
The Teaching Assistant
A 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.
2Hale Waihona Puke Baidu14-6-16
Signals & Systems
8
Syllabus（Cont’d）
Readings
– Notes: Your own course notes are the most valuable sources of
information.
– Textbook: PPT Compiled by the Instructor – References:
2014-6-16
朱明武，李永新，卜雄洙，测试信号处理与分析，北京：北京 Signals & Systems 9 航空航天大学出版社， 2006 年
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
Signals & Systems 2
2014-6-16
– 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
2014-6-16
Signals & Systems
10
Syllabus（Cont’d）
Lecture Time
– Section 5—6 on Wednesday (Week 4—15) – Section 5—6 on Friday (Week 4—15)
Lecture Location
2014-6-16 Signals & Systems 12
Syllabus（Cont’d）
Evaluation
Criteria
– Homework, Quizzes (maybe given in class) and
Attendance : 20% – Final Exam: 80%
2014-6-16
Autumn of 2013
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)
2014-6-16
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
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 3
– Research Areas
2014-6-16
– 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)
2014-6-16 Signals & Systems 5
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.
Signals & Systems
13
Syllabus（Cont’d）
Others
– 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 more lectures without a valid reason acceptable to the instructor may result in a failing grade for the course.
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
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 appointment, 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.
MATLAB based on the contents of the course.
2014-6-16 Signals & Systems 11
Syllabus（Cont’d）
Office
Hours
– You are encouraged to discuss problems associated
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
2014-6-16
Signals & Systems
7
Syllabus （Cont’d）
Preparatory Courses
– Calculous – Physics – Mathematics for Engineering, including
Linear Algebra, Probability and Mathematical Statistics
2014-6-16 Signals & Systems 4
The Teaching Assistant
A 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.
2Hale Waihona Puke Baidu14-6-16
Signals & Systems
8
Syllabus（Cont’d）
Readings
– Notes: Your own course notes are the most valuable sources of
information.
– Textbook: PPT Compiled by the Instructor – References:
2014-6-16
朱明武，李永新，卜雄洙，测试信号处理与分析，北京：北京 Signals & Systems 9 航空航天大学出版社， 2006 年
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
Signals & Systems 2
2014-6-16
– 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
2014-6-16
Signals & Systems
10
Syllabus（Cont’d）
Lecture Time
– Section 5—6 on Wednesday (Week 4—15) – Section 5—6 on Friday (Week 4—15)
Lecture Location
2014-6-16 Signals & Systems 12
Syllabus（Cont’d）
Evaluation
Criteria
– Homework, Quizzes (maybe given in class) and
Attendance : 20% – Final Exam: 80%
2014-6-16
Autumn of 2013
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)
2014-6-16
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
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 3
– Research Areas
2014-6-16
– 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)
2014-6-16 Signals & Systems 5
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.
Signals & Systems
13
Syllabus（Cont’d）
Others
– 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 more lectures without a valid reason acceptable to the instructor may result in a failing grade for the course.