Analysis of data from accelerometers of mobile devices

Authors used factor analysis (Singular Spectrum Analysis method) applied for data collected from mobile device accelerometer fixed on human body while human walking, running and making other moves. © 2018 IEEE.

Authors
Dilie L.D. 1 , Emelyanova E.Y. 1 , Petrov V.A. 1 , Popova E.V. 1 , Khokhlov A.A. 1
Conference proceedings
10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, ICUMT 2018. Moscow, Russia, November 05-09, 2018.
Publisher
IEEE
Language
English
State
Published
DOI
10.1109/ICUMT.2018.8631202
Number
8631202
Volume
2018-November
Year
2019
Organizations
  • 1 Department of Applied Probability and Informatics, Peoples' Friendship University of Russia, RUDN University, 6 Miklukho-Maklaya St, Moscow, 117198, Russian Federation
Keywords
Accelerometer data; SSA; SVD; Wearable devices
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