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Dynamic Spectrum Access with Uncertain Wireless Environment: A Probabilistic Based Update Approach

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Communications, Signal Processing, and Systems (CSPS 2017)

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 463))

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Abstract

This paper investigates the problem of dynamic spectrum access with taking the uncertainty of the wireless environment into consideration. The existing previous works assumed that the wireless environment is static, i.e., the channel states remain unchanged during the transmission period. In this paper, we assume that the channel states vary from slot to slot. We formulate the channel selection problem as a non-cooperative game and then prove it is an exact potential game, which has at least one pure strategy Nash equilibrium. In addition, we propose a probabilistic based update algorithm, in which users update the channel selection probabilities according to their rewards with a certain probability. Simulations demonstrate that the proposed algorithm achieves satisfactory performance.

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References

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Author information

Authors and Affiliations

  1. Beijing University of Posts and Telecommunications, No. 10 Xitucheng Road, Beijing, China

    Yongjun Zhang, Xiaonan Li, Chaoqiong Fan, Bin Li & Chenglin Zhao

Authors
  1. Yongjun Zhang
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  2. Xiaonan Li
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  3. Chaoqiong Fan
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  4. Bin Li
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  5. Chenglin Zhao
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Corresponding author

Correspondence to Yongjun Zhang .

Editor information

Editors and Affiliations

  1. Department of Electrical Engineering, University of Texas at Arlington, Arlington, Texas, USA

    Qilian Liang

  2. College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, China

    Jiasong Mu

  3. Harbin Institute of Technology, Harbin, Heilongjiang, China

    Min Jia

  4. College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, China

    Wei Wang

  5. College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, China

    Xuhong Feng

  6. College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, China

    Baoju Zhang

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© 2019 Springer Nature Singapore Pte Ltd.

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Zhang, Y., Li, X., Fan, C., Li, B., Zhao, C. (2019). Dynamic Spectrum Access with Uncertain Wireless Environment: A Probabilistic Based Update Approach. In: Liang, Q., Mu, J., Jia, M., Wang, W., Feng, X., Zhang, B. (eds) Communications, Signal Processing, and Systems. CSPS 2017. Lecture Notes in Electrical Engineering, vol 463. Springer, Singapore. https://doi.org/10.1007/978-981-10-6571-2_314

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  • DOI: https://doi.org/10.1007/978-981-10-6571-2_314

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-6570-5

  • Online ISBN: 978-981-10-6571-2

  • eBook Packages: EngineeringEngineering (R0)

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