DocumentCode :
3004563
Title :
A pedestrian tracking system using group mobility information
Author :
Sungnam Lee ; Hyojeong Shin ; Hojung Cha
Author_Institution :
Dept. of Comput. Sci., Yonsei Univ., Seoul, South Korea
fYear :
2012
fDate :
Oct. 29 2012-Nov. 1 2012
Firstpage :
1
Lastpage :
6
Abstract :
While tracking in outdoor environments is easily achieved by GPS, indoor tracking, especially in an underground environments is not possible. One common technique for indoor tracking is to employ inertial sensors, but the main problem with inertial pedestrian tracking systems is that they accumulate errors and require periodic recalibration to avoid errors. In this paper, we present a pedestrian tracking system using group mobility information that several pedestrians form stable moving clusters. Group mobility information is shared and cooperated in overcoming the accumulated tracking error inherent the Inertial Measurement Unit (IMU). A prototype is implemented in smartphone and the experiment results show that the location error is reduced up to 43%, compared to traditional dead-reckoning tracking methods.
Keywords :
Global Positioning System; cooperative communication; indoor radio; inertial navigation; mobile radio; pedestrians; GPS; accumulated tracking error; dead-reckoning tracking methods; group mobility information; indoor tracking; inertial measurement unit; inertial pedestrian tracking systems; inertial sensors; location error; outdoor environments; smartphone; underground environments; Accelerometers; Compass; Estimation; Hidden Markov models; Sensor systems; Tracking; Dead-Reckoning; Group Mobility Information; Inertial Measurement Unit;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
MILITARY COMMUNICATIONS CONFERENCE, 2012 - MILCOM 2012
Conference_Location :
Orlando, FL
ISSN :
2155-7578
Print_ISBN :
978-1-4673-1729-0
Type :
conf
DOI :
10.1109/MILCOM.2012.6415710
Filename :
6415710
Link To Document :
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