Source Code Repository of 'Using the Power Delay Profile to Accelerate the Training of Neural Network-Based Classifiers for the Identification of LOS and NLOS UWB Propagation Conditions'.

This repository contains the code needed to replicate the experiments described in the article : "Using the Power Delay Profile to accelerate the training of neural network-based classifiers for the identification of LOS and NLOS UWB propagation conditions". The code is divided into two parts, one in Matlab to pre-process the samples and extract the PDP, and another part in Python+Tensorflow to train and test the LOS-NLOS classifier.