Intelligent Sensing in Dynamic Environments Using Markov Decision Process

In a network of low-powered wireless sensors, it is essential to capture as many environmental events as possible while still preserving the battery life of the sensor node. This paper focuses on a real-time learning algorithm to extend the lifetime of a sensor node to sense and transmit environment...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Asad M. Madni, Prasanna Sridhar, Thrishantha Nanayakkara, Malka N. Halgamuge
Format:	Article
Language:	English
Published:	MDPI AG 2011-01-01
Subjects:	sensor network Markov decision process sensing reward shaping
Online Access:	http://www.mdpi.com/1424-8220/11/1/1229/