Using LS-SVM Based Motion Recognition for Smartphone Indoor Wireless Positioning

Using LS-SVM Based Motion Recognition for Smartphone Indoor Wireless Positioning

The paper presents an indoor navigation solution by combining physical motion recognition with wireless positioning. Twenty-seven simple features are extracted from the built-in accelerometers and magnetometers in a smartphone. Eight common motion states used during indoor navigation are detected by...

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Bibliographic Details
Main Authors: Ruizhi Chen, Heidi Kuusniemi, Yuwei Chen, Robert Guinness, Jingbin Liu, Ling Pei
Format: Article
Language:English
Published: MDPI AG 2012-05-01
Series:Sensors
Subjects:
motion recognition
LS-SVM
indoor navigation
positioning
wireless
smartphone
Online Access:http://www.mdpi.com/1424-8220/12/5/6155

Internet

http://www.mdpi.com/1424-8220/12/5/6155

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