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SPSA Based Packet Size Optimization Algorithm in Wireless Sensor Networks

  • Conference paper
Wireless Algorithms, Systems, and Applications (WASA 2012)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7405))

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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References

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Author information

Authors and Affiliations

  1. School of Computer and Information, Hefei University of Technology, Hefei, 230009, China

    Na Xia, Ruji Feng & Lina Xu

  2. Engineering Research Center of Safety Critical Industrial Measurement and Control Technology, Ministry of Education of China, Hefei, 230009, China

    Na Xia

Authors
  1. Na Xia
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  2. Ruji Feng
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  3. Lina Xu
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Editor information

Editors and Affiliations

  1. Department of Electronic Engineering, Shanghai Jiao Tong University, 800 Dongchuan Rd., Minhang District, 200240, Hanghai, China

    Xinbing Wang

  2. Department of Computer Science, University of Houston, 4800 Calhoun Rd., 565 Philip G. Hoffman Hall, 77204-3010, Houston, TX, USA

    Rong Zheng

  3. School of Electronics and Information Engineering, Beijing JiaoTong University, 3 Shangyuan Village, Haidian District, 100044, Beijing, China

    Tao Jing

  4. School of Computer Science and Technology, University of Science and Technology of china, USTC West Campus, P.O. Box 4, 230027, Hefei, Anhui, China

    Kai Xing

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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

  • Print ISBN: 978-3-642-31868-9

  • Online ISBN: 978-3-642-31869-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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