10 August 2004 A predictive sensor network using ant system
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Abstract
The need for a robust predictive sensor communication network inspired this research. There are many critical issues in a communication network with different data rate requirements, limited power and bandwidth. Energy consumption is one of the key issues in a sensor network as energy dissipation occurs during routing, communication and monitoring of the environment. This paper covers the routing of a sensor communication network by applying an evolutionary algorithm -- the ant system. The issues considered include optimal energy, data fusion from different sensor types and predicting changes in environment with respect to time.
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Rajani Muraleedharan, Lisa Ann Osadciw, "A predictive sensor network using ant system", Proc. SPIE 5440, Digital Wireless Communications VI, (10 August 2004); doi: 10.1117/12.542635; https://doi.org/10.1117/12.542635
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