Wave front dynamics
The main goal of this notebook is to follow the evolution of a wavefront over time.
The ASCII input data files are produced by other notebooks such as the Radial Profile notebook.
This notebook will produce an ASCII file of the edge position according to the selected algorithms.
Select your IPTS
Need help using the IPTS selector?
Select profiles files to process
Running the next cell will bring the user interface (UI) to life.
Prepare data tab
Make sure you want to perform the calculation on all the files loaded. If you want to exclude any of the files, select the file using the file index slider and turn off the Use this file checkbox.
To help the algorithm, select the range of data to use to detect the edge and try to exclude any signal you don’t care.
To improve statistics and speed, play with the rebin parameters (size and type). We noticed that in nearly all cases, binning will speed up the algorithms and will help find the right edge.
Edge calculation tab
Once you are done preparing the data, it’s time to detect the edge position. 3 algorithms are available and can be used at the same time to compare the results. Depending on the signal, such or such algorithm may work better than another one.
List of algorithms available
Check the following document to learn about the algorithm behind it PDF document
The signal is fitted using a modified version of the error function as shown here
This algorithm uses the following python library (changepy)
Select the algorithms you want to use, or click *ALL to use all of them, then click Run Algorithm Selected
Click the Export … button to create the final ASCII file. Select the output folder and click OK.