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International Conference on Intelligent Networking and Collaborative Systems

INCoS 2019: Advances in Intelligent Networking and Collaborative Systems pp 331–341Cite as

SDN-Based Time-Domain Error Correction for In-Network Video QoE Estimation in Wireless Networks

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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1035))

Abstract

Our previous study proposed a channel utilization method in Software-Defined Networking (SDN) enabled multi-channel wireless mesh network (SD-WMN), which utilizes all of channel resources efficiently. However, when different types of applications are transferred together, their QoE cannot be maintained because of differences in important factors affecting QoE among these applications. Therefore, in order to handle application flows more efficiently based on QoE, this paper focuses on QoE estimation for every ongoing flows through SD-WMN. Since some parameters required for QoE calculation cannot be obtained from OpenFlow, we estimate QoE based on not only the results from SDN-based measurement but also the estimated values of parameters. Finally, we showed that our proposed method is effective for video QoE estimation, especially in a case where there is no packet loss.

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References

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Acknowledgements

This paper was partly supported by JSPS KAKENHI Grant Number 17H03270, NICT Grant Number 19304, and USA Grant number NSF 17-586.

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Authors and Affiliations

  1. Kyushu Institute of Technology, Fukuoka, Japan

    Shumpei Shimokawa, Takuya Kanaoka & Kazuya Tsukamoto

  2. Nara Institute of Science and Technology, Ikoma, Japan

    Yuzo Taenaka

  3. CUNY, City College, New York, USA

    Myung Lee

Authors
  1. Shumpei Shimokawa
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  2. Takuya Kanaoka
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  3. Yuzo Taenaka
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  4. Kazuya Tsukamoto
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  5. Myung Lee
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Corresponding author

Correspondence to Shumpei Shimokawa .

Editor information

Editors and Affiliations

  1. Department of Information and Communication Engineering, Faculty of Information Engineering, Fukuoka Institute of Technology, Fukuoka, Japan

    Leonard Barolli

  2. Division of Computer Science and Intelligent Systems, Faculty of Science and Technology, Oita University, Oita, Japan

    Hiroaki Nishino

  3. School of Science and Technology, Kwansei Gakuin University, Sanda, Japan

    Hiroyoshi Miwa

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Shimokawa, S., Kanaoka, T., Taenaka, Y., Tsukamoto, K., Lee, M. (2020). SDN-Based Time-Domain Error Correction for In-Network Video QoE Estimation in Wireless Networks. In: Barolli, L., Nishino, H., Miwa, H. (eds) Advances in Intelligent Networking and Collaborative Systems. INCoS 2019. Advances in Intelligent Systems and Computing, vol 1035. Springer, Cham. https://doi.org/10.1007/978-3-030-29035-1_32

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