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

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

This paper proposes to use a correlator-level global positioning system (GPS) line-of-sight/multipath/non-line-of-sight (LOS/MP/NLOS) signal reception classifier to improve positioning performance in an urban environment. Conventional LOS/MP/NLOS classifiers, referred to as national marine electroni...

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Bibliographic Details
Main Authors: Bing Xu, Qiongqiong Jia, Yiran Luo, Li-Ta Hsu
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Remote Sensing
Subjects:
global positioning system (GPS)
software-defined receiver (SDR)
signal classification
non-line-of-sight (NLOS)
multipath
support vector machine (SVM)
urban environment
Online Access:https://www.mdpi.com/2072-4292/11/16/1851

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https://www.mdpi.com/2072-4292/11/16/1851

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