Part Ⅰ Fundamentals of Measurement Systems Chapter 1 Basic Concepts of Measurement Technologies 1.1 Introduction 1.1.1 Measurement, metrology, and testing 1.1.2 Classification of measurements 1.1.3 Structure of measurement system 1.2 Measurement uncertainty 1.2.1 The concept of uncertainty 1.2.2 Measurement uncertainty sources 1.3 Measurement errors 1.3.1 Errors 1.3.2 Systematic errors 1.3.3 Random errors 1.4 Statistical analysis of measurements 1.4.1 Mean and median 1.4.2 Standard deviation and variance 1.4.3 Standard error of the mean 1.4.4 Rogue data points 1.4.5 Aggregation of measurement system errors 1.5 Mathematical regression techniques 1.5.1 Linear least squares regression 1.5.2 Polynomial least squares regression 1.6 Summary Exercises and Problems Chapter 2 Signal Analysis 2.1 Classification of signals 2.1.1 Deterministic signals 2.1.2 Random signals 2.1.3 Continuous?time signals and discrete?time signals 2.1.4 Typical signals 2.2 Fourier series of periodic signals 2.2.1 Fourier trigonometric series 2.2.2 Exponential Fourier series 2.2.3 Frequency spectra of periodic signals 2.3 Fourier transforms 2.3.1 Fourier transforms of aperiodic signals 2.3.2 Fourier transforms of periodic signals 2.3.3 Properties of Fourier transforms 2.4 Random signals description 2.4.1 Characteristic parameters for random process 2.4.2 Correlation analysis 2.4.3 Power density spectrum 2.5 Summary Exercises and Problems Chapter 3 Signal Conditioning 3.1 Introduction of signal conditioning 3.1.1 Filtering 3.1.2 Amplifying 3.1.3 Isolation 3.1.4 Modulation
3.2 Filtering 3.2.1 Simple low?pass filters 3.2.2 Simple high?pass filters 3.2.3 Simple band?pass filters 3.2.4 Simple band?elimination or band?reject or notch filters 3.2.5 Design of passive filter 3.3 Modulation 3.3.1 Amplitude modulation 3.3.2 Angle modulation 3.3.3 Matlab Codes 3.4 Summary Exercises and Problems Chapter 4 Basic Characteristics of Measurement Systems 4.1 Measurement systems and linear systems …… Part Ⅱ Traditional Sensors and Applications Part Ⅲ New Sensing Technologies and Applications Appendix A Units and Conversions References
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