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A Spatio-Temporal Architecture for Context-Aware Sensing

Surapa Thiemjarus, Benny Lo, Guang-Zhong Yang

Conference or Workshop Paper
International Workshop on Wearable and Implantable Body Sensor Networks 2006
April, 2006

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.

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