Detecting Patterns for Assisted Living Using Sensor Networks: A Case Study
International Conference on Sensor Technologies and Applications
Pages: 590 - 596
Published: Oct 14, 2007
Abstract
In this paper we demonstrate the application of a probabilistic grammar-based formulation to detect complex activities from simple sensor measurements. In particular, we present a grammar hierarchy for identifying cooking activity from low-level location measurements in an assisted living application. Using real data from a pilot network deployment, we show that our system can recognize complex behaviors in a manner that is invariant across...
Paper Details
Title
Detecting Patterns for Assisted Living Using Sensor Networks: A Case Study
Published Date
Oct 14, 2007
Pages
590 - 596
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