Machine learning based GNSS signal classification and weighting scheme design in the built environment: a comparative experiment

Using dual‐polarization GPS antenna with optimized adaptive neuro‐fuzzy inference system to improve single point positioning accuracy in urban canyons

(2021) Rui Sun et al.   Navigation-Journal of the Institute of Navigation

Evaluation of PPP-RTK based on BDS-3/BDS-2/GPS observations: a case study in Europe

(2020) Zhao Li et al.   GPS SOLUTIONS

Improving GPS Code Phase Positioning Accuracy in Urban Environments Using Machine Learning

(2020) Rui Sun et al.   IEEE Internet of Things Journal

A data ensemble approach for real-time air quality forecasting using extremely randomized trees and deep neural networks

(2019) Ebrahim Eslami et al.   NEURAL COMPUTING & APPLICATIONS

Intelligent GPS L1 LOS/Multipath/NLOS Classifiers Based on Correlator-, RINEX- and NMEA-Level Measurements

(2019) Xu et al.   Remote Sensing

A gradient boosting decision tree based GPS signal reception classification algorithm

(2019) Rui Sun et al.   APPLIED SOFT COMPUTING

New characteristics of weighted GDOP in multi-GNSS positioning

(2018) Yunlong Teng et al.   GPS SOLUTIONS

GNSS Position Integrity in Urban Environments: A Review of Literature

(2018) Ni Zhu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Likelihood-based GNSS positioning using LOS/NLOS predictions from 3D mapping and pseudoranges

(2017) Paul D. Groves et al.   GPS SOLUTIONS

Analysis and modeling GPS NLOS effect in highly urbanized area

(2017) Li-Ta Hsu   GPS SOLUTIONS

Multiple Faulty GNSS Measurement Exclusion Based on Consistency Check in Urban Canyons

(2017) Li-Ta Hsu et al.   IEEE SENSORS JOURNAL

An efficient instance selection algorithm for k nearest neighbor regression

(2017) Yunsheng Song et al.   NEUROCOMPUTING

Enhancing Least Squares GNSS Positioning with 3D Mapping without Accurate Prior Knowledge

(2017) Mounir Adjrad et al.   Navigation-Journal of the Institute of Navigation

A RobustGNSSLOS/NLOS Signal Classifier

(2016) Roi Yozevitch et al.   Navigation-Journal of the Institute of Navigation

A closed-form formula to calculate geometric dilution of precision (GDOP) for multi-GNSS constellations

(2015) Yunlong Teng et al.   GPS SOLUTIONS

GNSS reliability and positioning accuracy enhancement based on fast satellite selection algorithm and RAIM in multiconstellation

(2015) Fanchen Meng et al.   IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE

Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines

(2015) V. Rodriguez-Galiano et al.   ORE GEOLOGY REVIEWS

Weighted Geometric Dilution of Precision Calculations with Matrix Multiplication

(2015) Chien-Sheng Chen   SENSORS

Smartphone Shadow Matching for Better Cross-street GNSS Positioning in Urban Environments

(2014) Lei Wang et al.   JOURNAL OF NAVIGATION

A Study on GPS GDOP Approximation Using Support-Vector Machines

(2010) Chih-Hung Wu et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

CLASSIFICATION OF IMBALANCED DATA: A REVIEW

(2009) YANMIN SUN et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Out-of-bag estimation of the optimal sample size in bagging

(2009) Gonzalo Martínez-Muñoz et al.   PATTERN RECOGNITION