This is a course for engineering majored college students. The course adopts the mode of learning by doing. Students will do many small projects, such as design an audio signal spectrum analyzer by Matlab, and build a blood pulse measurement system. They will apply measurement and signal analysis theories to solve real world problems.
开设学校:华中科技大学;学科:工学、
This is a course for engineering majored college students. The course adopts the mode of learning by doing. Students will do many small projects, such as design an audio signal spectrum analyzer by Matlab, and build a blood pulse measurement system. They will apply measurement and signal analysis theories to solve real world problems.
-1.1 Basic concepts of measurement technologies
-1.2 Applications of measurement technology
-1.3Developing trends of measurement technology/1.4Main manufacturers of sensor and instrumentation
-Quiz 1
-2.0 Appendix A: Get started with Matlab
-2.0 Appendix A: Matlab GUI design
-2.1 Classification and description of signals
-2.3 Standard functions in signal analysis
-2.4 Generation of standard signals
-2.5 Waveform analysis of signals
-Quiz 2
-3.0 Appendix B - Advanced programming skills
-3.1 Concepts of spectrum analysis
-3.2 Fourier series representation of periodic signals
-3.3 Fourier transform of aperiodic signals
-3.4 Properties of Fourier transform
-3.5 FFT and spectrum estimation
-3.6 FFT spectral leakage and windowing functions
-3.7 Applications of spectrum analysis
-Quiz 3
-4.1 Amplitude domain analysis
-Quiz 4
-5.1 Concepts of correlation analysis
-5.2 Properties of correlation function
-5.3 Calculation of correlation function
-5.4 Applications of correlation analysis
-Quiz 5
-6.1 Motivation of time-verying signal analysis
-6.2 Time-frequency analysis with STFT
-6.3 Time-frequency analysis with CWT
-Quiz 6
-7.1 Concept of signal filtering
-7.2 Frequency-domain filtering
-7.3 Time-domain Filtering and Z-Transform
-Quiz 7
-Appendix C – Introduction to Arduino 1
-Appendix C – Introduction to Arduino 2
-8.1 Overview of sensor technology
-8.5 Magnetoelectric transducer
-8.6.1 Piezoelectric transducer
-8.6.2 Piezoelectric transducer
-8.7 Hall sensor, 8.8 Photoelectric sensor
-Quiz 8
-9.1 Overview, 9.2 Analog amplifiers
-9.4.1 Modulation and demodulation
-9.4.2 Modulation and demodulation
-Quiz 9
-10.1 Overview of measuring system, 10.2 Static characteristics of measuring system
-10.3 Dynamic characteristics of measuring system
-10.4 Characteristics of typical systems
-Quiz 10
-11.1 Overview, 11.2 Development of measuring instrument
-Quiz 11
-Final Exam
何岭松,华中科技大学机械科学与工程学院教授,国家级教学名师。1993年11月华中科技大学获博士学位。教学方面,主要从事机械工程测试技术类课程的教学工作,主持《工程测试技术基础》国家精品课程和《工程测试与信息处理》国家精品课程(网络)。科研方面,主要从事计算机虚拟仪器技术研究工作。主持了国家自然科学基金项目、863计划项目、国家科技攻关项目等多项国家级项目,获专利和软件著作权10项,发表论文50多篇。
冯搏,博士,华中科技大学讲师,硕士生导师。2011年7月毕业于北京师范大学物理系,获物理学专业学士学位,2016年6月毕业于华中科技大学机械学院,获测试计量技术及仪器专业博士学位,2016年9月至2019年9月在里斯本大学从事博士后研究工作。主要研究领域为无损检测新方法与仪器、信号处理算法和机器学习方法。