DocumentCode
1823271
Title
Incremental motion-based location recognition
Author
Lee, Seon-Woo ; Mase, Kenji
Author_Institution
AIR Media Integration & Commun. Res. Labs., Kyoto, Japan
fYear
2001
fDate
2001
Firstpage
123
Lastpage
130
Abstract
This paper describes a method to recognize the current location of a user using a few simple sensors. The proposed method is based on the integration of incremental motions (e.g., walking) over time to determine location transitions. To handle uncertainty, a fuzzy reasoning method is introduced. The paper also describes a prototype location recognition system that uses a set of inexpensive and wearable sensors, a bi-axial accelerometer and a digital compass. The system uses a reliable motion recognition method featuring only two directional acceleration measurements. The effectiveness of the proposed method is demonstrated by experiments at six locations in an indoor environment
Keywords
Global Positioning System; fuzzy logic; intelligent sensors; learning (artificial intelligence); biaxial accelerometer; digital compass; fuzzy reasoning method; incremental motion-based location recognition; incremental motions; indoor environment; location transitions; prototype location recognition system; reliable motion recognition method; simple sensors; Accelerometers; Cameras; Global Positioning System; Hidden Markov models; Indoor environments; Legged locomotion; Position measurement; Prototypes; Sensor phenomena and characterization; Wearable sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Wearable Computers, 2001. Proceedings. Fifth International Symposium on
Conference_Location
Zurich
ISSN
1530-0811
Print_ISBN
0-7695-1318-2
Type
conf
DOI
10.1109/ISWC.2001.962113
Filename
962113
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