uDirect: A Novel Approach for Pervasive Observation of User Direction with Mobile Phones
Hoseinitabatabaei, Seyed Amir, Gluhak, A and Tafazolli, R (2011) uDirect: A Novel Approach for Pervasive Observation of User Direction with Mobile Phones In: IEEE International Conference on Pervasive Computing and Communications (PerCom).
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In this paper we present the uDirect algorithm as a novel approach for mobile phone centric observation of a user’s facing direction, through which the device and user orientations relative to earth coordinate are estimated. While the device orientation estimation is based on accelerometer and magnetometer measurements in standing mode, the unique behavior of measured acceleration during stance phase of a human’s walking cycle is used for detecting user direction. Furthermore, the algorithm is independent of initial orientation of the device which gives the user higher space of freedom for long term observations. As the algorithm only relies on embedded accelerometer and magnetometer sensors of the mobile phone, it is not susceptible to shadowing effect as GPS. In addition, by performing independent estimations during each step of walking the model is robust to error accumulation. Evaluating the algorithm with 180 data samples from 10 participates has empirically confirmed the assumptions of our analytical model about the unique characteristics of the human stance phase for direction estimation. Moreover, our initial inspection has shown a system based on our algorithm outperforms conventional use of GPS and PCA analysis based techniques for walking distances more than 2 steps.
|Item Type:||Conference or Workshop Item (Conference Paper)|
|Divisions :||Faculty of Engineering and Physical Sciences > Electronic Engineering > Centre for Communication Systems Research|
|Date :||21 March 2011|
|Related URLs :|
|Additional Information :||© 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.|
|Depositing User :||Seyed Hoseinitabatabaei|
|Date Deposited :||09 May 2014 15:28|
|Last Modified :||07 Aug 2014 10:29|
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