DocumentCode :
2626484
Title :
Self-contained Position Tracking of Human Movement Using Small Inertial/Magnetic Sensor Modules
Author :
Yun, Xiaoping ; Bachmann, Eric R. ; Moore, Hyatt, IV ; Calusdian, James
Author_Institution :
Naval Postgraduate Sch., Monterey, CA
fYear :
2007
fDate :
10-14 April 2007
Firstpage :
2526
Lastpage :
2533
Abstract :
Numerous applications require a self-contained personal navigation system that works in indoor and outdoor environments, does not require any infrastructure support, and is not susceptible to jamming. Posture tracking with an array of inertial/magnetic sensors attached to individual human limb segments has been successfully demonstrated. The "sourceless" nature of this technique makes possible full body posture tracking in an area of unlimited size with no supporting infrastructure. Such sensor modules contain three orthogonally mounted angular rate sensors, three orthogonal linear accelerometers and three orthogonal magnetometers. This paper describes a method for using accelerometer data combined with orientation estimates from the same modules to calculate position during walking and running. The periodic nature of these motions includes short periods of zero foot velocity when the foot is in contact with the ground. This pattern allows for precise drift error correction. Relative position is calculated through double integration of drift corrected accelerometer data. Preliminary experimental results for various types of motion including walking, side stepping, and running document accuracy of distance and position estimates.
Keywords :
accelerometers; gait analysis; magnetic sensors; magnetometers; navigation; optical tracking; human movement; inertial sensor; magnetic sensor; orthogonal linear accelerometers; orthogonal magnetometers; posture tracking; selfcontained personal navigation system; selfcontained position tracking; Accelerometers; Foot; Humans; Jamming; Legged locomotion; Magnetic sensors; Magnetometers; Navigation; Sensor arrays; Tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation, 2007 IEEE International Conference on
Conference_Location :
Roma
ISSN :
1050-4729
Print_ISBN :
1-4244-0601-3
Electronic_ISBN :
1050-4729
Type :
conf
DOI :
10.1109/ROBOT.2007.363845
Filename :
4209463
Link To Document :
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