Trend-Residual Dual Modeling for Detection of Outliers in Low-Cost GPS Trajectories

Trend-Residual Dual Modeling for Detection of Outliers in Low-Cost GPS Trajectories

Low-cost GPS (receiver) has become a ubiquitous and integral part of our daily life. Despite noticeable advantages such as being cheap, small, light, and easy to use, its limited positioning accuracy devalues and hampers its wide applications for reliable mapping and analysis. Two conventional techn...

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Bibliographic Details
Main Authors: Xiaojian Chen, Tingting Cui, Jianhong Fu, Jianwei Peng, Jie Shan
Format: Article
Language:English
Published: MDPI AG 2016-12-01
Series:Sensors
Subjects:
GPS trajectory
outlier detection
cubic smooth spline
time series
estimation
Online Access:http://www.mdpi.com/1424-8220/16/12/2036

Internet

http://www.mdpi.com/1424-8220/16/12/2036

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