Various Thesis Documentation
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Chapter 2 classical DOA information
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Chapter 4 Perturbations on Classical DOA Followed by simple Regression DCNN & Experiment Manager in MATLAB
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Note: The -90/+90 dataset did not work for DOA estimation due to a variety of reasons. Not enough data samples produced (2,000 samples per 50 average perturbation multipliers = 100,000) & mainly grating lobes
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The goal is to re-attempt this using a smaller range due to the ULA limitations maybe +/- 30° or similar and reduce the array perturbations to be a maximum of 0.25λ since this would at worst yield overlapping elements instead of elements with swapped positions in the array
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Note: The file HDF2Struct is used to read HDF5 Files into the workspace as a structure for easier processing. This script can be found at → https://www.mathworks.com/matlabcentral/fileexchange/71038-hdf2struct