"Neural Networks algorithms for Improving Delay Lock Loops Performances for Navigation Satellite Systems in urban environment"

In this paper a novel code tracking algorithm is proposed which can be used in GNSS receivers. Classical code tracking approaches consider AWGN channels as an hypothesis for designing theoretically optional trackers. However, this hypothesis does not hold in multipath channels. The method proposed, based on neural networks, provides results that outperform classical DLL trackers.