Chapter 4

While this chapter features no results from experiments, it still performs some preliminary analysis on both the PATH dataset and the real-world dataset. The corresponding scripts are all located in the datasets folder.

PATH Dataset

For the PATH dataset, the Fourier, downsampling and autocorrelation analyses are done with the path_fourier.py, the path_downsampling.py and the path_autocorrelation.py, respectively.

The code to generate the illustrative sine wave plot is provided in sine_example.py.

Real-world Dataset

Unfortunately, this proprietary dataset is subject to strict confidentiality levels and therefore cannot be published. The Fourier, downsampling and autocorrelation analyses are performed with the prop_fourier.py, the prop_downsampling.py and the prop_autocorrelation.py scripts, respectively, and are almost identical to the ones for the PATH dataset.