Embedded Software and Motor Control Libraries for PXR40xx

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$Set of General Math and Motor Control Functions for ARM Cortex ...$

MC Library Testing At this point, the Embedded Software and Motor Control Libraries for MPXR40xx is linked with the user project file, and hence the library functions can be exploited and flawlessly compiled/linked with the user application. 2.13 MC Library Testing In order to validate the implementation of the Embedded Software and Motor Control Libraries for MPXR40xx, the comparison of results from the MATLAB Reference Model and outputs from the tested library function is used. To ensure the Embedded Software and Motor Control Libraries for MPXR40xx precision, two test methods are used: • Matlab Simulink Toolbox based testing (refer to MCLib Testing based on the MATLAB Simulink Toolbox } for more details). • Target-in-loop based testing (refer to MCLib target-in-loop Testing based on the SFIO Toolbox for detailed information). The Figure 2-24 shows the testing principle: • Input vector represents the test vector which enters simultaneously into the Reference Model and into the Unit Under Test (UUT). • Reference Model (RM) implements the real model of the UUT. For simple functions, the models are a part of the MATLAB Simulink Toolbox. Advanced functions such as filters or controllers had been designed separately. • By the type of test method used, the Unit Under Test (UUT) may be: • Bit Accurate Model (BAM) - the "C" implementation of the tested function compiled in the MATLAB environment. The compilation result, called the binary MEX-file, is a dynamically-linked subroutine that the MATLAB interpreter can load and execute. • SFIO Model represents the tested function running directly on the target MCU. Results from the UUT and Reference Model are saved in the final report, together with the calculated error which is simply the difference between the output value from the Reference Model and the output value from the UUT, recalculated to an equivalent precision. The equivalent precision is different based on the Embedded Software and Motor Control Libraries for MPXR40xx implementation. For the 32-bit fixed-point and single precision floating point implementations the output precision is recalculated to +/-1LSB in 16-bit arithmetic for non-approximation functions and +/-3LSB in 16-bit arithmetic for approximation functions. For the 16-bit fixed-point implementation the output precision is recalculated to +/-1LSB in 12-bit arithmetic for non-approximation functions and +/-3LSB for approximation functions in 12-bit arithmetic. Embedded Software and Motor Control Libraries for PXR40xx, Rev. 1.0 132 Freescale Semiconductor, Inc.
Figure 2-24. Principle of MCLib testing Chapter 2 Introduction In order to test the UUT under all conditions, three types of test vector sets are used: • Deterministic vectors - a specifically defined set of input values over the entire input range. • Stochastic vectors - a pseudo-randomly generated set of values (non-deterministic values fully covering the input range). • Boundary vectors - a set of input values for which the potential weaknesses of the tested function are expected. This test is performed only on functions where these limit conditions might occur. Each function is considered tested if the required accuracy during deterministic, stochastic and boundary tests has been achieved. The following two subchapters MCLib Testing based on the MATLAB Simulink Toolbox and MCLib target-in-loop Testing based on the SFIO Toolbox describe the differences between MCLIB testing based on BAM models and target-in-loop testing based on SFIO models. 2.13.1 MCLib Testing based on the MATLAB Simulink Toolbox An example of the testing principle based on the BAM is depicted in the Clark transformation function (Figure 2-25). The Bit Accurate Model contains the binary MEXfile built from the GMCLIB_Clark function using the MATLAB compiler. This file is called inside the BAM model, see Figure 2-26. The Reference Model of the Clark transformation is not included in the MATLAB Simulink Toolbox and hence its mathematical representation had to be created. A detailed scheme of the Clark RM is in Figure 2-27. Embedded Software and Motor Control Libraries for PXR40xx, Rev. 1.0 Freescale Semiconductor, Inc. 133
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Embedded Software and Motor Control
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Contents Section number Title Page
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Section number Title Page 4.4.6 Cod
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Section number Title Page 4.13 Func
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Section number Title Page 4.101 Fun
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Section number Title Page 4.109 Fun
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Section number Title Page 4.116.6 C
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Section number Title Page 4.123.5 R
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Section number Title Page 4.146.6 C
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Section number Title Page 6.17.2 Co
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Section number Title Page 8.9 Defin
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Section number Title Page 8.28 Defi
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Section number Title Page 8.104 Def
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Page 81 and 82: Section number Title Page 8.180 Def
Page 101 and 102: Chapter 1 1.1 License Agreement IMP
Page 103 and 104: Agreement, and require that you sto
Page 105 and 106: Chapter 1 ENTIRE RISK ARISING OUT O
Page 107 and 108: confidential information. The Licen
Page 109 and 110: Chapter 2 Introduction The aim of t
Page 111 and 112: Chapter 2 Introduction 2.2 General
Page 113 and 114: For example if the MCLIB_DEFAULT_IM
Page 115 and 116: and gmclib.h. This was done to simp
Page 117 and 118: Chapter 2 Introduction Figure 2-4.
Page 119 and 120: In order to integrate the Embedded
Page 121 and 122: Chapter 2 Introduction Figure 2-9.
Page 123 and 124: Figure 2-12. Opening the C editor f
Page 125 and 126: Figure 2-15. Selecting the include
Page 127 and 128: • Library binary files located in
Page 129 and 130: Chapter 2 Introduction In order to
Page 131: Chapter 2 Introduction Figure 2-22.
Page 135 and 136: 2.13.2 MCLib target-in-loop Testing
Page 137 and 138: Chapter 3 3.1 Function Index Table
Page 139 and 140: Table 3-1. Quick function reference
Page 149 and 150: Chapter 4 API References This secti
Page 151 and 152: F32); tFrac32 f32CoefBuf[FIR_NUMTAP
Page 153 and 154: Equation GDFLIB_FilterFIR_Eq1 where
Page 155 and 156: F32); } GDFLIB_FilterFIRInit (&Para
Page 157 and 158: F16); tFrac16 f16CoefBuf[FIR_NUMTAP
Page 161 and 162: F16); } GDFLIB_FilterFIRInit (&Para
Page 163 and 164: FLT); tFloat fltCoefBuf[FIR_NUMTAPS
Page 167 and 168: } } // ############################
Page 169 and 170: 4.8.3 Return The function returns a
Page 171 and 172: macro during instance declaration o
Page 173 and 174: 4.9.6 Code Example #include "gdflib
Page 175 and 176: signal entering the state delay-lin
Page 177 and 178: 4.11.2 Arguments Table 4-11. GDFLIB
Page 179 and 180: A general form of the IIR filter ex
Page 181 and 182: } flttrMyIIR1.trFiltCoeff.fltB0 = (
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4.14.2 Arguments Table 4-14. GDFLIB
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freq_bot = 400; freq_top = 625; T_s
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4.15.4 Description This function cl
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In order to implement the second or
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} f16trMyIIR2.trFiltCoeff.f16B0 = F
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4.18.2 Arguments Table 4-18. GDFLIB
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eplaced by output from the previous
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Note This function shall not be cal
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call. The number of the filtered po
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Figure 4-7. Course of the function
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Figure 4-8. acos(x) vs. GFLIB_Acos(
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4.26.2 Arguments Table 4-27. GFLIB_
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Table 4-28. Integer polynomial coef
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4.27 Function GFLIB_Acos_FLT This f
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The arccos(x) values are then calcu
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} // output should be 1.570796 fltA
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Equation GFLIB_Asin_Eq3 Equation GF
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4.28.5 Re-entrancy The function is
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where: Equation GFLIB_Asin_Eq1 •
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The computation algorithm for arcsi
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Figure 4-20 depicts a floating poin
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4.32.4 Description The GFLIB_Atan_F
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Figure 4-22. atan(x) vs. GFLIB_Atan
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Table 4-42. GFLIB_Atan_FLT argument
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Figure 4-24. atan(x) vs. GFLIB_Atan
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4.35.1 Declaration tFrac16 GFLIB_At
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4.36 Function GFLIB_AtanYX_FLT The
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4.37.1 Declaration tFrac32 GFLIB_At
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The algorithm can be easily justifi
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The function has been tested to be
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where: Equation GFLIB_AtanYXShifted
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The function initialization paramet
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} Param.f16Kx = FRAC16 (0.879052013
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where: Equation GFLIB_AtanYXShifted
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4.39.6 Code Example #include "gflib
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Equation GFLIB_ControllerPIp_Eq1 ca
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• f32PropGain - is the scaled val
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where Equation GFLIB_ControllerPIp_
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and where Equation GFLIB_Controller
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Proportional-Integral (PI) algorith
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} // output should be 1.5e-2 fltOut
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where T s [sec] is the sampling tim
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The bounds are described by a limit
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(GFLIB_CONTROLLER_PIAW_P_T_F16). If
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The sum of the scaled proportional
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as default // #####################
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where T s [sec] is the sampling tim
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where Equation GFLIB_ControllerPIr_
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} // output should be 0x00A3D70A f3
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Equation GFLIB_ControllerPIr_Eq5 Th
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GFLIB_CONTROLLER_PI_R_T_F16 trMyPI
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Note All controller parameters and
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Equation GFLIB_ControllerPIrAW_Eq2
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The introduced scaling shift u16NSh
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4.50 Function GFLIB_ControllerPIrAW
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Equation GFLIB_ControllerPIrAW_Eq5
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Note All controller parameters and
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Transforming equation GFLIB_Control
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4.52.1 Declaration tFrac32 GFLIB_Co
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where a 1...a 5 are coefficients of
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[- π, π ), the input f16In must b
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Figure 4-26. cos(x) vs. GFLIB_Cos(f
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Table 4-71. Approximation polynomia
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4.55 Function GFLIB_Hyst_F32 This f
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tFrac32 f32In; tFrac32 f32Out; GFLI
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CAUTION For correct functionality,
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Equation GFLIB_Hyst_Eq1 A graphical
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4.58.4 Description The function GFL
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void main(void) { // Setting parame
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where E MAX is the input scale and
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4.60.4 Description The function GFL
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4.62.4 Description The GFLIB_Limit
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} // output should be 0x60000000 ~
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4.66.1 Declaration tFloat GFLIB_Low
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4.67.4 Description where: Equation
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It should be noted that the computa
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Table 4-86. GFLIB_Lut1D_F16 argumen
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Equation GFLIB_Lut1D_Eq4 where y, y
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4.69 Function GFLIB_Lut1D_FLT This
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Equation GFLIB_Lut1D_Eq4 where y, y
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Equation GFLIB_Lut2D_Eq4 Equation G
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Equation GFLIB_Lut2D_Eq16 It should
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} // output should be 0x7A03D70A ~
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The Table 4-92 contains 4 interpola
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Equation GFLIB_Lut2D_Eq13 5. Final
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FRAC16 (0.2), FRAC16 (0.21), FRAC16
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where: Equation GFLIB_Lut2D_Eq3 •
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Equation GFLIB_Lut2D_Eq10 6. The sa
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0.88}; tFloat pfltTable2D[81] = {0.
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Figure 4-32. GFLIB_Ramp functionali
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If the desired (input) value is gre
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4.76.3 Return The function returns
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In mathematical terms, the function
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Note The input and the output are i
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The 9th order polynomial approximat
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Figure 4-34. sin(x) vs. GFLIB_Sin_F
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4.80.2 Arguments Table 4-101. GFLIB
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Therefore, the resulting equation h
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4.81 Function GFLIB_Sin_FLT This fu
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Figure 4-36 depicts a floating poin
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4.82.1 Declaration tFrac32 GFLIB_Sq
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} // output should be 0x5A820000 ~
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} // output should be 0x5A82 ~ FRAC
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Figure 4-39. real sqrt(x) vs. GFLIB
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Equation GFLIB_Tan_Eq1 Because both
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Figure 4-41. tan(x) vs. GFLIB_Tan(f
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4.86.1 Declaration tFrac16 GFLIB_Ta
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Equation GFLIB_Tan_Eq3 The division
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Figure 4-45. tan(x) vs. GFLIB_Tan(f
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4.88.1 Declaration tFrac32 GFLIB_Up
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4.89.4 Description The GFLIB_UpperL
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void main(void) { // upper limit fl
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Figure 4-46. Graphical interpretati
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4.92.2 Arguments Table 4-117. GFLIB
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• x in, y in and x out, y out are
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4.94.2 Arguments Table 4-119. GMCLI
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4.98.1 Declaration void GMCLIB_Clar
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4.99.1 Declaration void GMCLIB_Clar
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4.100.1 Declaration void GMCLIB_Dec
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The feed-forward voltages u_dq_comp
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Equation GMCLIB_DecouplingPMSM_Eq10
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4.101.2 Arguments Table 4-126. GMCL
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Equation GMCLIB_DecouplingPMSM_Eq4
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Scaling of both equations into the
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4.102.4 Description The quadrature
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available DC bus voltage. Therefore
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SWLIBS_2Syst_F32 f32OutAB; GMCLIB_E
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• maximal amplitude of the DC bus
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output beta component of the output
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• actual amplitude of the DC bus
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4.106 Function GMCLIB_Park_F32 This
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4.107 Function GMCLIB_Park_F16 This
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4.108 Function GMCLIB_Park_FLT This
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4.109 Function GMCLIB_ParkInv_F32 T
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4.110 Function GMCLIB_ParkInv_F16 T
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4.111 Function GMCLIB_ParkInv_FLT T
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4.112 Function GMCLIB_SvmStd_F32 Th
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Figure 4-50. Basic space vectors Th
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Figure 4-51. Projection of referenc
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Equation GMCLIB_SvmStd_Eq7 Equation
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Equation GMCLIB_SvmStd_Eq11 and equ
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For the determination of auxiliary
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Equation GMCLIB_SvmStd_Eq25 Equatio
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} // output pwm dutycycles stored i
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Top and bottom switches work in a c
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For the determination of auxiliary
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Equation GMCLIB_SvmStd_Eq25 Equatio
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} // output pwm dutycycles stored i
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such a vector allows a numerical de
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Page 533 and 534:
Page 535 and 536:
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Table 4-150. Determination of t_1 a
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It should be pointed out that, in t
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calculation precision in boundary i
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Note Due to effectivity reason this
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4.116.3 Return Absolute value of in
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} // output should be FRAC16(0.25)
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tFrac32 f32Out; void main(void) { /
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4.120 Function MLIB_Add_F32 This fu
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4.121.6 Code Example #include "mlib
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4.122.4 Description This inline fun
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4.123 Function MLIB_AddSat_F32 This
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4.125.3 Return Converted input valu
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and converted to the output format.
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Equation MLIB_Convert_Eq1 Note Due
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4.132 Function MLIB_ConvertPU_F32FL
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4.133.3 Return Converted input valu
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4.136 Function MLIB_ConvertPU_FLTF3
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denominator, the output value is un
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Equation MLIB_Div_Eq1 Note Due to e
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} // output should be FRAC16(0.5) =
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} // output should be FRAC32(0.3025
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} f32Out = MLIB_Mac_F32F16F16(f32In
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} // output should be FRAC16(0.3025
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} // ##############################
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4.147 Function MLIB_MacSat_F32F16F1
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4.148.2 Arguments Table 4-185. MLIB
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Table 4-186. MLIB_Mul_F32 arguments
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void main(void) { // first input =
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} // output should be 0x10000000 =
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Page 621 and 622:
4.152.4 Description Single precisio
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4.153 Function MLIB_MulSat_F32 This
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Equation MLIB_MulSat_Eq1 Note Overf
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Note Overflow is detected. The func
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4.155.3 Return Fractional multiplic
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} f16In2 = FRAC16 (0.75); // output
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4.157.1 Declaration tFrac16 MLIB_Ne
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4.162.1 Declaration tU16 MLIB_Norm_
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4.163.4 Description This function r
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} // output should be 0x10000000 ~
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4.168.4 Description Based on sign o
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} // output should be 0x4000 ~ FRAC
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Note The shift amount cannot exceed
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} u16In2 = 1; // output should be 0
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} // ##############################
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Subtraction of two fractional 16-bi
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} // output should be 0x20000000 f3
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} // as default // ################
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} f32In3 = FRAC32 (0.35); // input4
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} // output should be FRAC32(0.195)
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} // as default // ################
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} // input4 value = 0.45 fltIn4 = 0
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Chapter 5 5.1 Typedefs Index Table
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Chapter 6 Compound Data Types Table
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Table 6-1. Compound data types over
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6.2 GDFLIB_FILTER_IIR1_COEFF_T_F32
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6.6 GDFLIB_FILTER_IIR1_T_FLT #inclu
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6.9.2 Compound Type Members Table 6
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6.13 GDFLIB_FILTER_MA_T_F16 #includ
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6.17 GDFLIB_FILTERFIR_PARAM_T_F32 #
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6.21 GDFLIB_FILTERFIR_STATE_T_FLT #
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6.25.1 Description Array of approxi
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6.29.2 Compound Type Members Table
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Page 711 and 712:
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6.41 GFLIB_CONTROLLER_PI_P_T_F32 #i
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6.44 GFLIB_CONTROLLER_PI_R_T_F32 #i
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Table 6-47. GFLIB_CONTROLLER_PIAW_P
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6.49.1 Description Structure contai
Page 721 and 722:
Table 6-52. GFLIB_CONTROLLER_PIAW_R
Page 723 and 724:
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6.59 GFLIB_INTEGRATOR_TR_T_F32 #inc
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6.63 GFLIB_LIMIT_T_FLT #include 6.
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6.71 GFLIB_LUT2D_T_F32 #include 6.
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Chapter 7 7.1 Macro Definitions 7.1
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#define GDFLIB_FILTERFIR_PARAM_T #d
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#define GFLIB_ASIN_T #define GFLIB_
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#define GFLIB_CONTROLLER_PI_R_T #de
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#define GFLIB_LUT1D_DEFAULT #define
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#define GFLIB_Tan #define GFLIB_UPP
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#define INT32TOINT64 #define INT32_
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Chapter 8 Macro References This sec
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Definition of alias for GDFLIB_FILT
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Definition of alias for GDFLIB_FILT
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8.13.1 Macro Definition #define GDF
Page 771 and 772:
Definition of GDFLIB_FILTER_IIR1_DE
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8.21.2 Description This function im
Page 775 and 776:
8.25.2 Description Definition of GD
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Page 779 and 780:
Page 781 and 782:
Definition of GDFLIB_FILTER_MA_DEFA
Page 783 and 784:
8.42.1 Macro Definition #define GFL
Page 785 and 786:
8.46.2 Description Definition of GF
Page 787 and 788:
8.51 Define GFLIB_ACOS_DEFAULT_FLT
Page 789 and 790:
Page 791 and 792:
8.59.2 Description Default approxim
Page 793 and 794:
Page 795 and 796:
Page 797 and 798:
8.73.2 Description This function ca
Page 799 and 800:
8.77 Define GFLIB_ControllerPIp #in
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Definition of GFLIB_CONTROLLER_PI_P
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8.84 Define GFLIB_CONTROLLER_PI_P_D
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Definition of GFLIB_CONTROLLER_PIAW
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8.92 Define GFLIB_CONTROLLER_PIAW_P
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8.96 Define GFLIB_CONTROLLER_PIAW_P
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8.100 Define GFLIB_CONTROLLER_PI_R_
Page 813 and 814:
8.103.2 Description Definition of G
Page 815 and 816:
8.108.1 Macro Definition #define GF
Page 817 and 818:
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8.120 Define GFLIB_COS_T #include
Page 823 and 824:
8.124 Define GFLIB_COS_DEFAULT_F32
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8.129 Define GFLIB_HYST_T #include
Page 827 and 828:
8.133 Define GFLIB_HYST_DEFAULT #in
Page 829 and 830:
8.138 Define GFLIB_INTEGRATOR_TR_T
Page 831 and 832:
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8.150 Define GFLIB_LIMIT_T #include
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8.154 Define GFLIB_LIMIT_DEFAULT_F3
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8.159 Define GFLIB_LOWERLIMIT_T #in
Page 841 and 842:
Definition of GFLIB_LOWERLIMIT_DEFA
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8.176 Define GFLIB_LUT1D_DEFAULT_FL
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8.184.2 Description Default value f
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8.198.2 Description This function i
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Definition of GFLIB_SIN_DEFAULT as
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8.225 Define GFLIB_UPPERLIMIT_DEFAU
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8.229 Define GFLIB_UPPERLIMIT_DEFAU
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8.237 Define GFLIB_VECTORLIMIT_DEFA
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8.242.1 Macro Definition #define GM
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8.246 Define GMCLIB_DECOUPLINGPMSM_
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8.249.2 Description Default value f
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Definition of GMCLIB_ELIMDCBUSRIP_D
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8.267.2 Description This function r
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8.273 Define MLIB_Mac #include 8.2
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8.278.1 Macro Definition #define ML
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8.283.2 Description This function s
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8.289 Define MCLIB_VERSION #include
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8.294.2 Description 8.295 Define MC
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8.300.1 Macro Definition #define MC
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8.305.2 Description Constant repres
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8.310.2 Description Value 0.25 in 3
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8.316 Define FLOAT_MIN #include 8.
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8.321.1 Macro Definition #define IN
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8.326.2 Description Type casting -
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8.332 Define INT16TOF32 #include 8
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8.337.1 Macro Definition #define F1
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8.342.1 Macro Definition #define F3
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8.347.1 Macro Definition #define FL
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8.352.2 Description Double to singl
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8.358 Define FLOAT_MINUS_1 #include
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8.363.2 Description Library identif
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Embedded Software and Motor Control Libraries for PXR40xx

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