K-means Based Processing of GPS Data

We propose here a new error correction algorithm for GPS (Global positioning system) receivers called SKMW, which processes GPS coordinates with smoothing, k-means, mean, and weighted average in turn. We also propose values for parameters to be used with the algorithm, and analyze their performance...

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Bibliographic Details
Main Authors: Meng Du, Xinyuan Huang, Bin Qiu
Format: Article
Language:English
Published: IFSA Publishing, S.L. 2014-01-01
Series:Sensors & Transducers
Subjects:
GPS
Online Access:http://www.sensorsportal.com/HTML/DIGEST/january_2014/Vol_163/P_1814.pdf