A Spatio-Temporal Architecture for Context Aware Sensing

	This Article
	Subscribers, please Login Purchase article: $19 PDF IEEE Xplore Subscribers RSS feed
	Share
	Email this Article to a friend
	Bibliographic References
	ASCII Text BibTex RefWorks Procite/RefMan/Endnote
	Add to:
	Digg Furl Spurl Blink Simpy Google Del.icio.us Y!MyWeb
	Search
	Similar Articles Articles by Surapa Thiemjarus Articles by Benny Lo Articles by Guang-Zhong Yang

International Workshop on Wearable and Implantable Body Sensor Networks (BSN'06)

Cambridge, Massachusetts, U.S.A

April 03-April 05

ISBN: 0-7695-2547-4

	ASCII Text	x
	Surapa Thiemjarus, Benny Lo, Guang-Zhong Yang, "A Spatio-Temporal Architecture for Context Aware Sensing," Wearable and Implantable Body Sensor Networks, International Workshop on, pp. 191-194, International Workshop on Wearable and Implantable Body Sensor Networks (BSN'06), 2006.

	BibTex	x
	@article{ 10.1109/BSN.2006.5, author = {Surapa Thiemjarus and Benny Lo and Guang-Zhong Yang}, title = {A Spatio-Temporal Architecture for Context Aware Sensing}, journal ={Wearable and Implantable Body Sensor Networks, International Workshop on}, volume = {0}, year = {2006}, isbn = {0-7695-2547-4}, pages = {191-194}, doi = {http://doi.ieeecomputersociety.org/10.1109/BSN.2006.5}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Wearable and Implantable Body Sensor Networks, International Workshop on TI - A Spatio-Temporal Architecture for Context Aware Sensing SN - 0-7695-2547-4 SP191 EP194 A1 - Surapa Thiemjarus, A1 - Benny Lo, A1 - Guang-Zhong Yang, PY - 2006 KW - context aware sensing KW - self-organising maps KW - SOM KW - STSOM KW - body sensor networks VL - 0 JA - Wearable and Implantable Body Sensor Networks, International Workshop on ER -

Surapa Thiemjarus, Imperial College, Department of Computing, London, England

Benny Lo, Imperial College, Department of Computing, London, England

Guang-Zhong Yang, Imperial College, Department of Computing, London, England

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/BSN.2006.5

Context-aware sensing is an integral part of the Body Sensor Network (BSN) design and it allows the understanding of intrinsic characteristics of the sensed signal and determination of how BSNs should react to different events and adapt its monitoring behaviour. The purpose of this paper is to propose a novel spatiotemporal self-organising map that minimises the number of neurons involved whilst maintaining a high accuracy in class separation for both static and dynamic activities.

Index Terms:

context aware sensing, self-organising maps, SOM, STSOM, body sensor networks

Citation:

Surapa Thiemjarus, Benny Lo, Guang-Zhong Yang, "A Spatio-Temporal Architecture for Context Aware Sensing," bsn, pp.191-194, International Workshop on Wearable and Implantable Body Sensor Networks (BSN'06), 2006

Peer Review Notice | Give Us Feedback

Usage of this product signifies your acceptance of the Terms of Use.