Scheduling sleeping nodes in high density cluster-based sensor networks
Mobile Networks and Applications
Swarm based sensor deployment optimization in ad hoc sensor networks
ICESS'05 Proceedings of the Second international conference on Embedded Software and Systems
An application-specific protocol architecture for wireless microsensor networks
IEEE Transactions on Wireless Communications
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Wireless sensor networks (WSNs) are comprised of energy constrained nodes. This limitation has led to the crucial need for energy-aware protocols to produce an efficient network. The concept of heterogeneity has been introduced in a WSN by deploying a large number of low power sensor nodes and a small number of more powerful nodes to serve as cluster heads (CHs). We propose a sleep scheduling scheme for balancing energy consumption rates in low power sensor nodes based on Analytical Hierarchy Process (AHP). We consider three factors contributing to the optimal nodes scheduling decision and they are the distance to CH, residual energy, and sensing coverage overlapping, respectively. We evaluate the efficiency of our proposed scheme in terms of important network parameters and compare with traditional random sleep scheduling in heterogeneous sensor networks. The proposed scheme is observed to improve network lifetime and conserve energy without compromising desired coverage.