DocumentCode :
2255280
Title :
Camera based step detection on mobile phones
Author :
Aubeck, Ferenc ; Isert, Carsten ; Gusenbauer, Dominik
Author_Institution :
BMW Group Res. & Technol., Munich, Germany
fYear :
2011
fDate :
21-23 Sept. 2011
Firstpage :
1
Lastpage :
7
Abstract :
This paper presents an extension to an indoor positioning system leveraging the camera which is built into current mobile phones to detect steps. Current indoor positioning systems on mobile phones based on pedestrian dead reckoning (PDR) often rely on step length and step frequency estimation. Usually the accelerometer is used to determine these values. Depending on the attitude of the device or the smoothness of the movement sometimes steps are not correctly detected. We propose to use the camera as additional sensor element to detect the forward section of both feet appear and disappear in the camera image and detect the steps based on this information. A comparison to an accelerometer based approach is provided.
Keywords :
cameras; frequency estimation; indoor communication; mobile radio; accelerometer; camera image; camera leveraging; frequency estimation; indoor positioning; mobile phones; pedestrian dead reckoning; step detection; Acceleration; Accelerometers; Cameras; Correlation; Foot; Image processing; Legged locomotion; camera; indoor navigation; pedestrian dead reckoning; pedometer; step detection; step frequency;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Indoor Positioning and Indoor Navigation (IPIN), 2011 International Conference on
Conference_Location :
Guimaraes
Print_ISBN :
978-1-4577-1805-2
Electronic_ISBN :
978-1-4577-1803-8
Type :
conf
DOI :
10.1109/IPIN.2011.6071910
Filename :
6071910
Link To Document :
بازگشت