GPS signal multipath Identification

Supervised/Unsupervised Deep Learning

Signals that are reflected off of objects (such as buildings or hills) can create asituation where a receiver receives multiple signals from the same satellite or asatellite without line-of-sight (LOS) signal can arrive due to reflection. Because ofthis issue, analysts frequently need to do multiple data captures during theanalysis of the signal.

Train the GMM model with all the features and label according to the criteria.Run an XGBoost classifier using only the CMC, CNO, gradient of CMC and CNO as features.This would make the prediction close to “Real-Time” in some respects (no calculation of TEQC for example)