4.2 Functional Design of CPLD......................................................................................30
4.2.1 Clock Generation Module...............................................................................30
4.2.2 Gain Control Module ......................................................................................30
4.2.3 The Serial-parallel Conversion Module of Data .............................................31
4.3 Design of PC-Communication Program ...................................................................32
4.3.1 Control Module of Serial Communication......................................................33
4.3.2 Data Processing Module .................................................................................34
4.3.3 Interface Design of Serial Communication.....................................................35
4.4 Design of Digital Filter .............................................................................................36
4.4.1 Design Principle of FIR Window Function ....................................................36
4.4.2 Design Steps....................................................................................................38
4.5 Chapter Summary .....................................................................................................39
CHAPTER 5 The Establishment of Static Model of Eddy Current Sensor......40
5.1 Analysis of Sensor Non-linearity and Temperature Compensation..........................40
5.1.1 Analysis of Nonlinear Characteristics of Sensor ............................................40
5.1.2 Importance of Temperature Compensation.....................................................41
5.2 Principles and Methods of FLANN Modeling..........................................................41
5.2.1 Principles of FLANN Modeling .....................................................................42
5.2.2 Derivation of Neural Network Fitting Algorithm ...........................................43
5.2.3 Influential Factors of FLANN.........................................................................44
5.3 Non-linear Calibration of Sensors based on FLANN ...............................................45
5.3.1 Compensation Principle of Non-linear Inverse Function ...............................45
5.3.2 Non-linear Calibration Model Based on FLANN...........................................45
5.3.3 Model of Temperature Compensation Based on FLANN ..............................47
5.4 Chapter Summary .....................................................................................................48
CHAPTER 6 Debugging and Analysis of Experiments.........................49
6.1 Debugging Apparatus and Data Collection Results..................................................49
6.2 Debugging of Hardware Circuit................................................................................51
6.2.1 Incentive Signal Generation............................................................................51
6.2.2 Pre-amplification and amplification of PGA ..................................................52
6.2.3 Band-pass Filter ..............................................................................................52
6.3 System On-line Debugging and Experimental..........................................................53
6.3.1 A / D Conversion and PC Communication.....................................................53
6.3.2 Digital Filter....................................................................................................54
6.4 System Error Analysis ..............................................................................................54
6.4.1 Evaluation of Measurement Data Accuracy ...................................................54
6.4.2 Error Analysis .................................................................................................55
6.5 Chapter Summary .....................................................................................................58
CHAPTER 7 Experimental Design for Detection System......................59
7.1 Experiment System Configuration of Pulsed Eddy Current .....................................59
7.2 Experimental Design.................................................................................................59
7.2.1 Design of mechanical motion ................................................................................59
7.2.2 Control Program Design ........................................................................................61
7.3 Design of Sensor .......................................................................................................61