DocumentCode :
2366192
Title :
3D ultrasonic tagging system for observing human activity
Author :
Nishida, Yoshifumi ; Aizawa, Hiroshi ; Hori, Toshikazu ; Hoffman, Nell H. ; Kanade, Takeo ; Kakikura, Masayoshi
Author_Institution :
Digital Human Res. Center, AIST, Tokyo, Japan
Volume :
1
fYear :
2003
fDate :
27-31 Oct. 2003
Firstpage :
785
Abstract :
This paper describes an ultrasonic tagging system developed for robustly observing human activity in a living area. Using ultrasonic transmitter tags with unique identifiers, the system is shown through experimental application to be able to track the three-dimensional motion of tagged objects in real time with high accuracy, resolution and robustness to occlusion. The use of an ultrasonic system is desirable because of its low cost and use of commercial components, and the proposed system achieves high accuracy and robustness through the use of many redundant sensors. The system employs multilateration to locate tagged objects using one of two estimation algorithms, a least-squares optimization method or a random sample consensus method.
Keywords :
least squares approximations; optimisation; sensors; ultrasonic applications; 3D ultrasonic tagging system; human activity observation; human behavior recognition; least-squares optimization method; multilateration method; random sample consensus method; redundant sensors; tagged objects; three-dimensional motion tracking; ultrasonic transmitter tags; Computer science; Costs; Equations; Humans; Noise robustness; Object recognition; Pattern recognition; Real time systems; Tagging; Transmitters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2003. (IROS 2003). Proceedings. 2003 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-7860-1
Type :
conf
DOI :
10.1109/IROS.2003.1250725
Filename :
1250725
Link To Document :
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