User adaptive QoS aware selection method for cooperative heterogeneous wireless systems: A dynamic contextual approach

被引:8
作者
Pervaiz, Haris [1 ]
Ni, Qiang [1 ]
Zarakovitis, Charilaos C. [1 ]
机构
[1] Univ Lancaster, InfoLab21, Sch Comp & Commun, Lancaster LA1 4WA, England
来源
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE | 2014年 / 39卷
基金
英国工程与自然科学研究理事会;
关键词
Evolutionary game theory; Iterative method; Analytic Hierarchy Process (AHP); Heterogeneous networks; Cooperative wireless networks; QoS; NETWORKS; GAME; BANDWIDTH;
D O I
10.1016/j.future.2014.02.012
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper proposes an adaptive realistic mechanism for joint network and user selection in cooperative wireless network environments. We present a novel optimization utility to incorporate the quality-of-service (QoS) dynamics of the available networks along with heterogeneous attributes of each user. The joint network and user selection is modelled by an evolutionary game theoretical approach and replicator dynamics is solved to seek an optimal stable solution. Combining both self-control of users' preferences and self-adjustment of networks' parameters, our study innovates over related efforts. The simulation results demonstrate that the proposed inverse cumulative ranking scheme significantly improves the overall QoS performance and system benefits as compared to other solutions. Our results also show that by incorporating the proposed Region of Interest (RoI) scheme, the complexity of the evolutionary game with and without network re-configuration can be reduced by 23% and 58 % respectively. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:75 / 87
页数:13
相关论文
共 20 条
  • [1] Ahmed T., 2006, P IEEE ACM EATIS SAN
  • [2] Jiang P, 2008, ICSCN 2008: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING COMMUNICATIONS AND NETWORKING, P288
  • [3] Kanazawa T, 2003, IEEE SYS MAN CYBERN, P3828
  • [4] Comparative study of trust and reputation systems for wireless sensor networks
    Khalid, Osman
    Khan, Samee U.
    Madani, Sajjad A.
    Hayat, Khizar
    Khan, Majid I.
    Min-Allah, Nasro
    Kolodziej, Joanna
    Wang, Lizhe
    Zeadally, Sherali
    Chen, Dan
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2013, 6 (06) : 669 - 688
  • [5] Kun Z., 2010, COMMUNICATIONS WORKS, P1
  • [6] Mapp G., 2009, INT C NETW BAS INF S
  • [7] Markaki O., 2007, P IEEE PERS IND MOB
  • [8] Niyato D., 2009, IEEE T VEH TECHNOL, V58
  • [9] Modeling user churning behavior in wireless networks using evolutionary game theory
    Niyato, Dusit
    Hossain, Ekram
    [J]. WCNC 2008: IEEE WIRELESS COMMUNICATIONS & NETWORKING CONFERENCE, VOLS 1-7, 2008, : 2793 - 2797
  • [10] Pervaiz H, 2013, 2013 IEEE 24TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATIONS (PIMRC), P1634, DOI 10.1109/PIMRC.2013.6666404