Improving PPP-RTK-based vehicle navigation in urban environments via multilayer perceptron-based NLOS signal detection

Multilayer perceptrons for classification and regression

Fionn Murtagh · Neurocomputing · 1991 · 974 citations

Computing, Computer Science, Machine Learning +10

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Christopher Mei, Patrick Rives · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 2007 · 430 citations · Full text

Engineering, Computer Science, Robotics Engineering +17

Height Aiding, <i>C</i>/<i>N</i>₀ Weighting and Consistency Checking for GNSS NLOS and Multipath Mitigation in Urban Areas

Paul D. Groves, Ziyi Jiang · Journal of Navigation · 2013 · 241 citations · Full text

Computing, Geoinformatics, Geodesy +12

A gradient boosting decision tree based GPS signal reception classification algorithm

Rui Sun, Guanyu Wang, Wenyu Zhang et al. · Applied Soft Computing · 2019 · 210 citations

Computing, Electrical Engineering, Geophysics +7

GNSS multipath detection using a machine learning approach

Li‐Ta Hsu · 2017 · 205 citations · Full text

Computing, Geoinformatics, Global Navigation Satellite Systems +13