Abstract
During the data aggregation in wireless sensor networks, the size of transmitted data packet is an important parameter which will influence the energy consumption efficiency (ECE) of sensor nodes directly. Therefore, it is a key topic to optimize the packet size to maximize ECE. In this paper, a novel model is set up to describe the relationship between ECE and the packet size, wireless transceivers, communication protocols and channels. Then a Simultaneous Perturbation Stochastic Approximation (SPSA) theory based packet size optimization algorithm is proposed in two communication models, and we demonstrate the validity of algorithm compared with the method of numerical analysis in extensive simulation experiments.
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© 2012 Springer-Verlag Berlin Heidelberg
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Xia, N., Feng, R., Xu, L. (2012). SPSA Based Packet Size Optimization Algorithm in Wireless Sensor Networks. In: Wang, X., Zheng, R., Jing, T., Xing, K. (eds) Wireless Algorithms, Systems, and Applications. WASA 2012. Lecture Notes in Computer Science, vol 7405. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31869-6_9
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DOI: https://doi.org/10.1007/978-3-642-31869-6_9
Publisher Name: Springer, Berlin, Heidelberg
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