[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ Skip to main content
Springer Nature Link
Log in

Fuzzy multiple attribute decision access scheme in heterogeneous wireless network

  • Published:
Multimedia Tools and Applications Aims and scope Submit manuscript

    We’re sorry, something doesn't seem to be working properly.

    Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.

Abstract

A lot of researches focus on access selection schemes based on decision matrix in HWN (Heterogeneous Wireless Network). For the decision matrixes do not dynamically change with the constantly changing network, they do not resolve the contradiction between the algorithm complexity and terminal process capacity. In this paper, we propose an efficient access selection solution FMADA (Fuzzy Multiple Attribute Decision Access). Our main contribution is that we use some appropriate utility functions according to different characteristics of the decision-making factors and an adaptive filtering method, so as to forecast and formulate a dynamic decision matrix in HWN. Through the optimization, it improves the accuracy of normalizing network parameters, reduces the burden of terminate in process capability, and strengths the algorithm stability of access selection. In addition, the paper builds up a HWN access selection demonstration platform based on Mini2440 development board to verify the performance. The results show that it can reasonably and efficiently access the optimal network according to types of services, the user’s preference and actual network status.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
£29.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (United Kingdom)

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  1. Bojan Bakmaz, Zoran Bojkovic, Miodrag Bakmaz (2012) Traffic parameters influences on network selection in heterogeneous wireless environment [J]. IWSSIP 2012, 11–13 April 2012, Vienna, Austria.

  2. Da-Yong C (1996) Applications of the extent analysis method on fuzzy AHP. Eur J Oper Res 95(3):649–655

    Article  Google Scholar 

  3. Kaleem F (2012) VHITS:vertical handoff initiation and target selection in a heterogeneous wireless networks [D]. Florida International University

  4. Kaleem Faisal, Mehbodniya Abolfazl (2012) Application of fuzzy TOPSIS for weighting the system attributes in overlay networks [J], network operations and management symposium (APNOMS), 14th Asia-Pacific

  5. Mehbodniya Abolfazl, Kaleem Faisal (2012) A fuzzy MADM ranking approach for vertical mobility in next generation hybrid networks [J]. 2012 4th international congress on ultra modern telecommunications and control systems and workshops (ICUMT), Oct 2012, pp. 262–267.

  6. Rinne J (2012) 3GPP specification details, TS 23.107.

  7. Shu T, Ma L, Xu Y (2012) Research on SNR-based access algorithm in CDMA/WLAN heterogeneous networks [J]. Second Int Conf Instrum 8258(1):1293–1296

    Google Scholar 

  8. Smaoui Ikram, Zarai Faouzi (2009) Multi-criteria dynamic access selection in heterogeneous wireless networks [J]. 6th International symposium on wireless communication systems. ISWCS 7–10 Sept. pp. 338–342

  9. Tahir HM, Yahya ZR (2014) Selection of access network using cost function method in HWN [J]. Multimed Comput Syst (ICMCS):789–793

  10. Xiao Y, Yucheng Z (2010) Multi-flow network fairness selection scheme based on weighted bigraph model [J]. J Softw 21(6):1378–1390

    Article  Google Scholar 

  11. Yang J, Xinsheng J (2013) Research on vertical handover for multi-mode intelligent terminal in heterogeneous wireless networks [D]. PLA Information Engineering University for the Degree of Doctor of Military Science, HeNan

    Google Scholar 

  12. Yi S, Yuming G (2010) Research on flow distribution Technology for Multimode Terminals in heterogeneous networks [J]. Chin J Comput 33(33):1004–1013

    Google Scholar 

  13. Zhu Jia, Xianpu Sun (2011) The flow distribution of multi-mode terminal based on artificial neural network [D]. Xi’an: xi’an electronic technology university

Download references

Acknowledgments

Foundation item: The National Natural Science Funds (No: 61501108 and No: 61201249) and the Central University Research Fund (No: 15D110402 and No: 15D110427). Authors are grateful to the College of Information Science and Technology, Donghua University, and Government of China for financial support to carry out this work.

Author information

Authors and Affiliations

  1. Engineering Research Center of Digitized Textile & Apparel Technology, Ministry of Education, College of Information Science and Technology, Donghua University, Shanghai, 201620, China

    Wen Chen, Shilin Gong & Xueqin Jiang

  2. Department of Communication and Electronic Engineering, College of Information Science and Technology, Donghua University, Shanghai, 201620, China

    Wen Chen

Authors
  1. Wen Chen
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Shilin Gong
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Xueqin Jiang
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Wen Chen.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chen, W., Gong, S. & Jiang, X. Fuzzy multiple attribute decision access scheme in heterogeneous wireless network. Multimed Tools Appl 76, 20049–20065 (2017). https://doi.org/10.1007/s11042-016-4132-5

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11042-016-4132-5

Keywords

Search

Navigation