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