A Fuzzy MADM Ranking Approach for Vertical Mobility in Next Generation Hybrid Networks

被引:0
|
作者
Mehbodniya, Abolfazl [1 ]
Kaleem, Faisal [2 ]
Yen, Kang K. [2 ]
Adachi, Fumiyuki [1 ]
机构
[1] Tohoku Univ, Sendai, Miyagi 980, Japan
[2] Florida Int Univ, Miami, FL 32611 USA
关键词
Network Access Selection; Vertical Handoff; Heterogeneous Wireless Networks; WLAN; WMAN; WWAN; FAHP; TOPSIS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The wireless technologies in a heterogeneous wireless network usually differ in terms of, but not limited to, their offered bandwidths, operating frequencies and costs, coverage areas, and latencies. Currently, no single wireless technology claims to provide cost-effective services, which offers high bandwidths and low latencies to all mobile users in a large coverage area. This is where the need for well-organized vertical handoffs (VHOs) between heterogeneous wireless technologies become evident. This paper presents a new VHO algorithm which takes into account a complete set of system attributes to fulfill two tasks. The first task is to perform the VHO Necessity Estimation (VHONE) utilizing several parallel Fuzzy Logic Controllers (FLCs) with reduced rule sets to estimate the VHO necessity. The second task is the selection of the best network as the target for VHO, where a ranking algorithm is developed based on TOPSIS. Priority Weights for the different system attributes are calculated based on a Fuzzy Analytical Hierarchy Process (FAHP). Later, simulations based on four traffic classes (conversational, streaming, background, and interactive) in the presence of three wireless networks (WLAN, WMAN, and WWAN), are carried out using a comprehensive wireless simulation test-bed that contains all the necessary Radio Resource Management (RRM) modules.
引用
收藏
页码:262 / 267
页数:6
相关论文
共 50 条
  • [21] Hybrid routing in next generation IP networks
    Bagula, Antoine B.
    [J]. COMPUTER COMMUNICATIONS, 2006, 29 (07) : 879 - 892
  • [22] Access regulation and investment in next generation networks - A ranking of regulatory regimes
    Nitsche, Rainer
    Wiethaus, Lars
    [J]. INTERNATIONAL JOURNAL OF INDUSTRIAL ORGANIZATION, 2011, 29 (02) : 263 - 272
  • [23] Measurement and analysis of wind energy potential using fuzzy based hybrid MADM approach
    Rathi, Rajeev
    Prakash, Chander
    Singh, Sunpreet
    Krolczyk, Grzegorz
    Pruncu, Catalin, I
    [J]. ENERGY REPORTS, 2020, 6 : 228 - 237
  • [24] Combining Hybrid MADM with Fuzzy Integral for Exploring the Smart Phone Improvement in M-Generation
    Hu, Shu-Kung
    Chuang, Yen-Ching
    Yeh, Ya-Fan
    Tzeng, Gwo-Hshiung
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2012, 14 (02) : 204 - 214
  • [25] Novel Seamless Mobility Protocol for Next Generation Wireless Networks
    Zhang, Li Jun
    Chen, Wei Kian
    Pierre, Samuel
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INDUSTRIAL ENGINEERING (AIIE 2015), 2015, 123 : 631 - 634
  • [26] Architecture and mobility management issues for wireless Next Generation Networks
    Cheng, M
    Varma, V
    [J]. WCNC: 2000 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-3, 2000, : 929 - 933
  • [27] A solution to mobility management in next-generation mobile networks
    Deng, ZH
    Wang, WB
    [J]. PIMRC 2003: 14TH IEEE 2003 INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS PROCEEDINGS, VOLS 1-3 2003, 2003, : 2510 - 2513
  • [28] Efficient mobility management mechanisms for next generation wireless networks
    Zhou, HR
    Yeh, CS
    Mouftah, HT
    [J]. GLOBECOM '05: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-6: DISCOVERY PAST AND FUTURE, 2005, : 2539 - 2543
  • [29] IP Based Mobility Management for Next Generation Wireless Networks
    Hossain, Md. Akbar
    Hoque, Khan Md. Rezaul
    [J]. NOVEL ALGORITHMS AND TECHNIQUES IN TELECOMMUNICATIONS, AUTOMATION AND INDUSTRIAL ELECTRONICS, 2008, : 444 - +
  • [30] Mobility Support for Next-Generation Wireless Sensor Networks
    Han, Guangjie
    Zhou, Zhangbing
    Dong, Longjun
    Rodrigues, Joel J. P. C.
    Namuduri, Kamesh
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2016,