WSN Clustering Using IC-SVD Algorithms

Springer-Verlag Berlin Heidelberg 2012
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Computer Aided Systems Theory, Eurocast 2011, 2012, EUROCAST 2011, Part II, LNCS 6928, pp. 137 - 145
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This chapter presents a new biomimetic approach for sensor placement, clustering and data routing in Wireless Sensor Networks that can be deployed and managed in ubiquitous applications such as: security, business, automation, home and healthcare, precision agriculture, ecosystem monitoring and many more. Since hierarchical clustering can reduce the resource usage in sensor networks, we investigate ImmunoComputing and SVD-based algorithms for sensor clustering, routing and management of sensornet resources. The simulation results show that the proposed approach can improve robustness and extend the life-span of network infrastructures.
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