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Vehicle Safety Tools - Transforms Menu

Vehicle Safety Tools - Transforms Menu

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Vehicle Safety Tools - Transforms Menu

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The vehicle safety tools' Transforms menu provides several functions to calculate running statistics, regressions, FFTs, etc.

Option

Description

Histograms (abs)

Creates a simplified histogram (plot) representation of selected data, showing the relative frequency that a given value appears in the vector, or its absolute value.

Histograms (rel)

Fourier Transforms

 

Rectangular

Rectangular window applied to data in the frequency domain.

Hanning

Hanning windowing function.

Welch

Welch windowing function.

Hamming

Hamming windowing function.

Blackman

Blackman windowing function.

Parzen

Parzen windowing function.

Inverse

Matrix inversion function.

Running Stats

For all running stats:

Average

The statistical measures are made at the current point, using all prior data points.

Median

For example,

Minimum

vst_equation1

Maximum

Standard Deviation

Regression

For linear through 10th degree: Polynomial least squares curve fit function.

Linear

 

Quadratic

 

Cubic

 

4th Degree

 

5th Degree

 

6th Degree

 

7th Degree

 

8th Degree

 

9th Degree

 

10th Degree

 

Powery = A*xB

Fit given data to vst_equation4, where A and B are calculated for best fit.

Exponentialy = A*exp(B*x)

Exponential least-squares curve fit function.

Logarithmicx = A+B*In(x)

Fit given data to vst_equation3, where A and B are calculated for best fit.

Inversey = I/(A+B*x)

Fit given data to vst_equation2, where A and B are calculated for best fit.

Derivative

Curve derivative function.

Integral

The integral function.

Cross Correlation

Cross correlation between two curves.

Output èè

x: lag

y: correlation (A value of 1 is a perfect correlation)

For example, at a lag of, c1 and c2 have a correlation value of "correlation."

Splines

Cubic spline interpolation function.

Sample Points

Resample or sample points.  Resamples the given input curve to the specified data frequency.

Digital Filter

Impulse response filter function.