DocumentCode
3369299
Title
Movement awareness for a sentient environment
Author
Headon, R.
Author_Institution
Dept. of Eng., Cambridge Univ., UK
fYear
2003
fDate
26-26 March 2003
Firstpage
99
Lastpage
106
Abstract
This paper describes a system that can observe, recognise and analyse human movements, to provide this awareness to context-aware applications. The movement recognition and characterisation components of this sentient system are described in detail. The system uses the ground reaction force to classify and analyse movements in a non-clinical environment. The signal is classified using statistical pattern recognition. Equipped with knowledge of the movement, characterisation is the process of analysing the ground reaction force to extract parameters of the movement. The components of the movement awareness system operate in a distributed computing environment.
Keywords
distributed object management; image classification; image motion analysis; middleware; ubiquitous computing; context-aware applications; distributed computing environment; ground reaction force; human movement analysis; human movement recognition; movement awareness; nonclinical environment; sentient environment; signal classification; statistical pattern recognition; Application software; Character recognition; Clinical diagnosis; Context awareness; Distributed computing; Force measurement; Force sensors; Hidden Markov models; Laboratories; Space technology;
fLanguage
English
Publisher
ieee
Conference_Titel
Pervasive Computing and Communications, 2003. (PerCom 2003). Proceedings of the First IEEE International Conference on
Conference_Location
Fort Worth, TX
Print_ISBN
0-7695-1893-1
Type
conf
DOI
10.1109/PERCOM.2003.1192731
Filename
1192731
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