Fuzzy based multi-criteria vertical handover decision modeling in heterogeneous wireless networks

被引:0
|
作者
Murad Khan
Awais Ahmad
Shehzad Khalid
Syed Hassan Ahmed
Sohail Jabbar
Jamil Ahmad
机构
[1] Abasyn University,Department of Computing and Technology
[2] Kyungpook National University,School of Computer Science and Engineering
[3] Bahria University,Department of Computer Engineering
[4] Comsats Institute of Information Technology,Department of Computer Science
来源
关键词
4G; Heterogeneous wireless networks; TOPSIS; WLAN;
D O I
暂无
中图分类号
学科分类号
摘要
Vertical handover gain significant importance due to the enhancements in mobility models by the Fourth Generation (4G) technologies. However, these enhancements are limited to specific scenarios and hence do not provide support for generic mobility. Similarly, various schemes are proposed based on these mobility models but most of them are suffered from the high packet loss, frequent handovers, too early and late handovers, inappropriate network selection, etc. To address these challenges, a generic vertical handover management scheme for heterogeneous wireless networks is proposed in this article. The proposed scheme works in three phases. In the first phase, a handover triggering approach is designed to identify the appropriate place for initiating handover based on the estimated coverage area of a WLAN access point or cellular base station. In the second phase, fuzzy rule based system is designed to eliminate the inappropriate networks before deciding an optimal network for handover. In the third phase, a network selection scheme is developed based on the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) decision mechanism. Various parameters such as delay, jitter, Bit Error Rate (BER), packet loss, communication cost, response time, and network load are considered for selecting an optimal network. The proposed scheme is tested in a mobility scenario with different speeds of a mobile node ranging from very low to very high. The simulation results are compared with the existing decision models used for network selection and handover triggering approaches. The proposed scheme outperforms these schemes in terms of energy consumption, handover delay and time, packet loss, good put, etc.
引用
收藏
页码:24649 / 24674
页数:25
相关论文
共 50 条
  • [1] Fuzzy based multi-criteria vertical handover decision modeling in heterogeneous wireless networks
    Khan, Murad
    Ahmad, Awais
    Khalid, Shehzad
    Ahmed, Syed Hassan
    Jabbar, Sohail
    Ahmad, Jamil
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (23) : 24649 - 24674
  • [2] Performance Evaluation of Multi-Criteria Vertical Handover for Heterogeneous Wireless Networks
    Drissi, Maroua
    Oumsis, Mohammed
    [J]. 2015 INTELLIGENT SYSTEMS AND COMPUTER VISION (ISCV), 2015,
  • [3] Soft Multi-Criteria Decision Algorithm for Vertical Handover in Heterogeneous Networks
    Tamea, Gabriele
    Biagi, Mauro
    Cusani, Roberto
    [J]. IEEE COMMUNICATIONS LETTERS, 2011, 15 (11) : 1215 - 1217
  • [4] Student Research Abstract: Multi-criteria based vertical handover decision in heterogeneous wireless network
    Khan, Murad
    [J]. 30TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, VOLS I AND II, 2015, : 720 - 721
  • [5] Service-Adaptive Fuzzy Multi Criteria Based Intelligent Vertical Handover Decision Algorithm for Heterogeneous Wireless Networks
    Narayanan, V. Anantha
    Rajeswari, A.
    Sureshkumar, V.
    [J]. ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY ALGORITHMS IN ENGINEERING SYSTEMS, VOL 1, 2015, 324 : 297 - 304
  • [6] Fuzzy Clustering based Group Vertical Handover Decision for Heterogeneous Wireless Networks
    Ning, Lei
    Wang, Zhenyong
    Guo, Qing
    Jiang, Kaiyuan
    [J]. 2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2013, : 1231 - 1236
  • [7] Vertical handover decision algorithm in heterogeneous wireless networks
    Benaatou W.
    Latif A.
    Pla V.
    [J]. International Journal of Internet Protocol Technology, 2017, 10 (04) : 197 - 213
  • [8] Vertical Handover Decision in Heterogeneous Wireless Networks with Femtocells
    Mach, P.
    Becvar, Z.
    [J]. ELEKTRONIKA IR ELEKTROTECHNIKA, 2014, 20 (02) : 93 - 101
  • [9] Intelligent Handover Decision Based on Fuzzy Logic for Heterogeneous Wireless Networks
    Tillapart, Piyakul
    Thumthawatworn, Thanachai
    Viriyaphol, Piboonlit
    Santiprabhob, Pratit
    [J]. 2015 12TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2015,
  • [10] Adaptive Multi-fuzzy Engines for Handover Decision in Heterogeneous Wireless Networks
    Thumthawatworn, Thanachai
    Tillapart, Piyakul
    Santiprabhob, Pratit
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2017, 93 (04) : 1005 - 1026