From Cellular Decision Making to Adaptive Handoff in Heterogeneous Wireless Networks

被引:5
|
作者
Tian, Daxin [1 ]
Wei, Jingyi [1 ]
Zhou, Jianshan [1 ]
Sheng, Zhengguo [2 ]
Chen, Min [3 ]
Ni, Qiang [4 ]
Leung, Victor C. M. [5 ]
机构
[1] Beihang Univ, Beijing Adv Innovat Ctr Big Data & Brain Comp, Beijing 100191, Peoples R China
[2] Univ Sussex, Dept Engn & Design, Richmond 3A09, Surrey, England
[3] Huazhong Univ Sci & Technol, Sch Comp Sci & Technol, Wuhan 430074, Peoples R China
[4] Univ Lancaster, Sch Comp & Commun, Lancaster LA1 4WA, England
[5] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
基金
中国国家自然科学基金;
关键词
Heterogeneous wireless networks; quality of service; attractor selection model; multi-attribute decision making; SELECTION;
D O I
10.1109/LWC.2017.2748947
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Handoff decision making is critical for mobile users to reap potential benefits from heterogeneous wireless networks. This letter proposes a biologically inspired handoff decision-making method by mimicking the dynamics which govern the adaptive behavior of an Escherichia coli cell in a time-varying environment. With the goal of guaranteeing the quality of service (QoS), we formulate a utility function that covers the demands of a user's diverse applications and the time-varying network conditions. With this utility function, we map the dynamic heterogeneous environment to a cellular decision-making space, such that the user is induced by a cellular attractor selection mechanism to make distributed and robust handoff decisions. Furthermore, we also present a multi-attribute decision-making network selection algorithm for any user to determine an access network, which is integrated with the proposed bio-inspired decision-making mechanism. Simulation results are supplemented to show that the proposed method can achieve better QoS and fairness when it is compared with conventional methods.
引用
收藏
页码:2 / 5
页数:4
相关论文
共 50 条
  • [1] On Timing of Handoff Decision Making on Heterogeneous Wireless Networks
    Chung, Tein Yaw
    Yuan, Fang Chin
    Liu, Hsun-Fu
    2016 10TH INTERNATIONAL CONFERENCE ON INNOVATIVE MOBILE AND INTERNET SERVICES IN UBIQUITOUS COMPUTING (IMIS), 2016, : 261 - 266
  • [2] Adaptive Vertical Handoff Decision Algorithm for wireless Heterogeneous Networks
    Singhrova, Anita
    Prakash, Nupur
    HPCC: 2009 11TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS, 2009, : 476 - +
  • [3] Handoff Decision Making in 3-Tier Heterogeneous Cellular Networks
    Chen, Jenhui
    Sheng, Ching-Yang
    Hsiao, Yu-Fang
    2013 INTERNATIONAL CONFERENCE ON COMPUTATIONAL PROBLEM-SOLVING (ICCP), 2013, : 187 - 190
  • [4] An improved adaptive decision scheme for vertical handoff in heterogeneous wireless networks
    Jia, Huiling
    Cheng, Peng
    Zhang, Zhaoyang
    Li, Shiju
    2006 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS PROCEEDINGS, VOLS 1-4: VOL 1: SIGNAL PROCESSING, 2006, : 1816 - +
  • [5] UbiComm:: An adaptive vertical handoff decision scheme for heterogeneous wireless networks
    Lee, Wonjun
    Kim, Eunkyo
    Yu, Jieun
    Lee, Donghwan
    Choi, Jihoon
    Kim, Joongheon
    Shin, Christian K.
    UBIQUITOUS COMPUTING SYSTEMS, PROCEEDINGS, 2006, 4239 : 344 - 356
  • [6] A Novel Vertical Handoff Decision Making Algorithm Across Heterogeneous Wireless Networks
    Omheni, Nouri
    Zarai, Faouzi
    Obaidat, Mohammad S.
    Hsiao, Kuei-Fang
    2014 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (CITS), 2014,
  • [7] A SURVEY ON VERTICAL HANDOFF DECISION FOR HETEROGENEOUS WIRELESS NETWORKS
    Choi, Rong
    Zhou, Wei-Guang
    Chen, Qian-Bin
    Tang, Lun
    2009 IEEE YOUTH CONFERENCE ON INFORMATION, COMPUTING AND TELECOMMUNICATION, PROCEEDINGS, 2009, : 279 - 282
  • [8] A Multimetric Approach for Handoff Decision in Heterogeneous Wireless Networks
    Kustiawan, I
    Purnama, W.
    2ND INTERNATIONAL CONFERENCE ON INNOVATION IN ENGINEERING AND VOCATIONAL EDUCATION, 2018, 306
  • [9] A vertical handoff decision algorithm for heterogeneous wireless networks
    Stevens-Navarro, Enrique
    Wong, Vincent W. S.
    Lin, Yuxia
    2007 IEEE WIRELESS COMMUNICATIONS & NETWORKING CONFERENCE, VOLS 1-9, 2007, : 3201 - +
  • [10] An Adaptive Fuzzy Logic Based Vertical Handoff Decision Algorithm for Wireless Heterogeneous Networks
    Ceken, Celal
    Arslan, Hueseyin
    2009 IEEE 10TH ANNUAL WIRELESS AND MICROWAVE TECHNOLOGY CONFERENCE, 2009, : 58 - +