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Integration of Software-Defined Network and Fuzzy Logic Approaches for Admission Control in 5G Wireless Networks: A Fuzzy-Based Scheme for QoS Evaluation

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Advances on Broad-Band Wireless Computing, Communication and Applications (BWCCA 2020)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 159))

Abstract

The Fifth Generation (5G) network is expected to be flexible to satisfy user requirements and the Software-Defined Network (SDN) with Network Slicing will be the constructive paradigm for admission control. The Quality of Service (QoS) is influential point in the 5G wireless networks. In this paper, we propose a Fuzzy-based scheme to evaluate the QoS considering three parameters: Slice Throughput, Slice Delay and Slice Loss. We carried out the simulation for evaluating the performance of our proposed scheme. From simulation results, we conclude that the considered parameters have different effect on the QoS performance. When Slice Throughput (ST) is increasing, the QoS parameter is increased. But, when Slice Delay (SD) and Slice Loss (SL) are increasing, the QoS is decreased.

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References

  1. Navarro-Ortiz, J., Romero-Diaz, P., Sendra, S., Ameigeiras, P., Ramos-Munoz, J.J., Lopez-Soler, J.M.: A survey on 5G usage scenarios and traffic models. IEEE Commun. Surv. Tutor. 22(2), 905–929 (2020)

    Article  Google Scholar 

  2. Hossain, S.: 5G wireless communication systems. Am. J. Eng. Res. (AJER) 2(10), 344–353 (2013)

    Google Scholar 

  3. Giordani, M., Mezzavilla, M., Zorzi, M.: Initial access in 5G mmwave cellular networks. IEEE Commun. Mag. 54(11), 40–47 (2016)

    Article  Google Scholar 

  4. Kamil, I.A., Ogundoyin, S.O.: Lightweight privacy-preserving power injection and communication over vehicular networks and 5G smart grid slice with provable security. Internet Things 8, 100–116 (2019)

    Article  Google Scholar 

  5. Hossain, E., Hasan, M.: 5G cellular: key enabling technologies and research challenges. IEEE Instrum. Meas. Mag. 18(3), 11–21 (2015)

    Article  Google Scholar 

  6. Yao, D., Su, X., Liu, B., Zeng, J.: A mobile handover mechanism based on fuzzy logic and MPTCP protocol under SDN architecture\(*\). In: 18th International Symposium on Communications and Information Technologies (ISCIT-2018)

    Google Scholar 

  7. Lee, J., Yoo, Y.: Handover cell selection using user mobility information in a 5G SDN-based network. In: 2017 Ninth International Conference on Ubiquitous and Future Networks (ICUFN-2017), pp. 697–702, July 2017

    Google Scholar 

  8. Moravejosharieh, A., Ahmadi, K., Ahmad, S.: A fuzzy logic approach to increase quality of service in software defined networking. In: 2018 International Conference on Advances in Computing, Communication Control and Networking (ICACCCN-2018), pp. 68–73, October 2018

    Google Scholar 

  9. Ampririt, P., Ohara, S., Liu, Y., Ikeda, M., Maeda, H., Barolli, L.: A fuzzy-based system for admission control in 5G wireless networks considering software-defined network approach. In: International Conference on Emerging Internetworking, Data & Web Technologies, pp. 73–81. Springer (2020)

    Google Scholar 

  10. Li, L.E., Mao, Z.M., Rexford, J.: Toward software-defined cellular networks. In: 2012 European Workshop on Software Defined Networking, pp. 7–12, October 2012

    Google Scholar 

  11. Mousa, M., Bahaa-Eldin, A.M., Sobh, M.: Software defined networking concepts and challenges. In: 2016 11th International Conference on Computer Engineering & Systems (ICCES), pp. 79–90. IEEE (2016)

    Google Scholar 

  12. Jantzen, J.: “Tutorial on fuzzy logic," Technical University of Denmark. Dept. of Automation, Technical Report (1998)

    Google Scholar 

  13. Mendel, J.M.: Fuzzy logic systems for engineering: a tutorial. Proc. IEEE 83(3), 345–377 (1995)

    Article  Google Scholar 

  14. Zadeh, L.A.: Fuzzy logic. Computer 21, 83–93 (1988)

    Article  Google Scholar 

  15. Norp, T.: 5G requirements and key performance indicators. J. ICT Stand. 6(1), 15–30 (2018)

    Google Scholar 

  16. Parvez, I., Rahmati, A., Guvenc, I., Sarwat, A.I., Dai, H.: A survey on low latency towards 5G: RAN, core network and caching solutions. IEEE Commun. Surv. Tutor. 20(4), 3098–3130 (2018)

    Article  Google Scholar 

  17. Kim, Y., Park, J., Kwon, D.H., Lim, H.: Buffer management of virtualized network slices for quality-of-service satisfaction. In: 2018 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), pp. 1–4 (2018)

    Google Scholar 

  18. Barolli, L., Koyama, A., Yamada, T., Yokoyama, S.: An integrated CAC and routing strategy for high-speed large-scale networks using cooperative agents. IPSJ J. 42(2), 222–233 (2001)

    Google Scholar 

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Author information

Authors and Affiliations

  1. Graduate School of Engineering, Fukuoka Institute of Technology, 3-30-1 Wajiro-Higashi, Higashi-Ku, Fukuoka, 811-0295, Japan

    Phudit Ampririt, Seiji Ohara & Ermioni Qafzezi

  2. Department of Information and Communication Engineering, Fukuoka Institute of Technology, 3-30-1 Wajiro-Higashi, Higashi-Ku, Fukuoka, 811-0295, Japan

    Makoto Ikeda & Leonard Barolli

  3. Department of Advanced Sciences, Faculty of Science and Engineering, Hosei University, Kajino-Machi, Koganei-Shi, Tokyo, 184-8584, Japan

    Makoto Takizawa

Authors
  1. Phudit Ampririt
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  2. Seiji Ohara
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  3. Ermioni Qafzezi
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  4. Makoto Ikeda
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  5. Leonard Barolli
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  6. Makoto Takizawa
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Corresponding author

Correspondence to Phudit Ampririt .

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. Department of Advanced Sciences, Faculty of Science and Engineering, Hosei University, Tokyo, Japan

    Makoto Takizawa

  3. Faculty of Business Administration, Rissho University, Tokyo, Japan

    Tomoya Enokido

  4. Department of Computer Science and Information Engineering, Asian University, Taichung, Taiwan

    Hsing-Chung Chen

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

    Keita Matsuo

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Ampririt, P., Ohara, S., Qafzezi, E., Ikeda, M., Barolli, L., Takizawa, M. (2021). Integration of Software-Defined Network and Fuzzy Logic Approaches for Admission Control in 5G Wireless Networks: A Fuzzy-Based Scheme for QoS Evaluation. In: Barolli, L., Takizawa, M., Enokido, T., Chen, HC., Matsuo, K. (eds) Advances on Broad-Band Wireless Computing, Communication and Applications. BWCCA 2020. Lecture Notes in Networks and Systems, vol 159. Springer, Cham. https://doi.org/10.1007/978-3-030-61108-8_38

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  • DOI: https://doi.org/10.1007/978-3-030-61108-8_38

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-61107-1

  • Online ISBN: 978-3-030-61108-8

  • eBook Packages: EngineeringEngineering (R0)

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