Network selection algorithm based on synergetic for heterogeneous wireless network

Ran LUO; Su ZHAO; Qi ZHU

doi:10.11959/j.issn.1000-0801.2017092

您当前的位置：

首页 >

文章列表页 >

Network selection algorithm based on synergetic for heterogeneous wireless network

Research and development | 更新时间：2024-06-05

- Network selection algorithm based on synergetic for heterogeneous wireless network
- Telecommunications Science Vol. 33, Issue 4, Pages: 78-86(2017)
- 作者机构：
  
  1. 南京邮电大学通信与信息工程学院，江苏南京 210003
  2. 东南大学移动通信国家重点实验室，江苏南京 210003
  3. 南京邮电大学江苏省无线通信重点实验室，江苏南京 210003
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2017092
  CLC： TN929.5
- Published Online：2017-04，
  
  Published：20 April 2017
- 稿件说明：
移动端阅览
Ran LUO, Su ZHAO, Qi ZHU. Network selection algorithm based on synergetic for heterogeneous wireless network[J]. Telecommunications science, 2017, 33(4): 78-86.
DOI：

Ran LUO, Su ZHAO, Qi ZHU. Network selection algorithm based on synergetic for heterogeneous wireless network[J]. Telecommunications science, 2017, 33(4): 78-86. DOI： 10.11959/j.issn.1000-0801.2017092.

摘要

终端接入的网络需要满足各类业务需求，对此提出了一种基于协同学的异构无线网络选择算法。该算法将终端网络选择看作一个系统化的问题，可选网络是一个复合系统，终端上运行的每一种业务都是一个子系统，依据熵的概念得到复合系统的熵值，熵值的大小反映了子系统之间的协同度，进而体现了网络的整体性能。仿真结果表明，在终端多业务的情况下，基于所提算法选择的网络业务QoS满意率达到了95%，比基于TOPSIS算法选择的网络业务QoS满意率提升了近4倍，能够很好地解决多业务终端网络选择问题。

Abstract

A network selection algorithm based on synergetic for heterogeneous wireless network was proposed. The algorithm considered the network selection as a systematic problem. The optional network was a composite system and each kind of service running on the terminal was a subsystem. The entropy of the composite system was obtained according to the concept of entropy and it can reflected the degree of coordination among the subsystems

which in turn reflected the overall performance of the network. The simulation results show that the QoS satisfaction rate of services based on the proposed algorithm is 95%

while the QoS satisfaction rate of services based on the TOPSIS algorithm is only 25%

and the performance of the former is improved by nearly four times

indicating that the problem of multi-service terminal network selection can be solved by the proposed algorithm.

关键词

Keywords

references

LAHBY M , CHERKAOUI L , ADIB A . Network selection algorithm based on diff-AHP and TOPSIS in heterogeneous wireless networks [C ] // 2012 International Conference on Multimedia Computing and Systems , May 10 - 12 , Tangier,Morocco . New Jersey : IEEE Press , 2012 : 485 - 490 .

陶剑骅，武向农，蒋祥鹏 . 基于多属性决策的异构网络选择算法比较研究 [J ] . 电视技术， 2015 , 39 ( 17 ): 79 - 83 .

TAO J H , WU X N , JIANG X P . Comparison of heterogeneous network selection algorithms based on multi-attribute decision making [J ] . TV Technology , 2015 , 39 ( 17 ): 79 - 83 .

MAROUA D , MOHAMMED O , DRISS A . VIKOR for multi-criteria network selection in heterogeneous wireless networks [C ] // 2016 International Conference on Wireless Networks and Mobile Communications (WINCOM) , October 26 - 29 , Fez,Morocco .[S.l.:s.n. ] 2016 : 82 - 86 .

FU J Q , WU J Y , ZHANG J L , et al . A novel AHP and GRA based handover decision mechanism in heterogeneous wireless networks [C ] // Information Computing and Applications-First International Conference,ICICA 2010 , October 26 - 29 , Tangshan,China .[S.l.:s.n. ] 2010 : 213 - 220 .

SHI Z , ZHU Q . Network selection algorithm based on multiple attribute decision making and group decision making for heterogeneous wireless networks [J ] . The Journal of China Universities of Posts and Telecommunications ， 2012 , 19 ( 5 ): 92 - 98 .

FALOWO O E , CHAN H A . Rat selection for multiple calls in heterogeneous wireless networks using modified topsis group decision making technique [C ] // 2011 IEEE 22nd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC) , September 11 - 14 , Toronto,Canada . New Jersey : IEEE Press , 2011 : 1371 - 1375 .

FALOWO O E , CHAN H A . Effect of call dynamics of a multiservice multimode terminal on rat selection in heterogeneous wireless networks [C ] // Global Communications Conference , December 3 - 7 , Anaheim,California,USA . New Jersey : IEEE Press , 2012 : 5249 - 5253 .

OBAYIUWANA E , FALOWO O . A new network selection algorithm for group calls over heterogeneous wireless networks with dynamic multi-criteria [C ] // 2016 13th IEEE Annual Consumer Communications ＆ Networking Conference (CCNC) , January 9 - 12 , Las Vegas,USA . New Jersey : IEEE Press , 2016 : 491 - 494 .

廖炎平，刘莉，邢超 . TOPSIS 中不同规范化方法的研究 [J ] . 北京理工大学学报， 2012 , 32 ( 5 ): 871 - 875 , 880 .

LIAO Y P , LIU L , XING C . Study on different normalization methods in TOPSIS [J ] . Journal of Beijing Institute of Technology , 2012 , 32 ( 5 ): 871 - 875 , 880 .

DAHI S , TABBANE S . Sigmoid utility function formulation for handoff reducing access model in cognitive radio [C ] // 2013 13th International Symposium on Communications and Information Technologies (ISCIT) , September 4 - 6 , 2013 , Samui Island,Thailand . New Jersey : IEEE Press , 2013 : 166 - 170 .

ZHANG L , ZHU Q . Multiple attribute network selection algorithm based on AHP and synergetic theory for heterogeneous wireless networks [J ] . Journal of Electronics (China) ， 2014 , 31 ( 1 ): 29 - 40 .

孙毅，葛雨明， HERBORN S , 等 . 异构网络中多模终端业务流分发技术研究 [J ] . 计算机学报， 2010 , 33 ( 6 ): 1004 - 1013 .

SUN Y , GE Y M , HERBORN S , et al . Study on multimode terminal service flow distribution in heterogeneous networks [J ] . Computer Science , 2010 , 33 ( 6 ): 1004 - 1013 .

凌毓涛，刘俐利，吴建斌 . 基于群决策的多业务无线接入选择方法 [J ] . 移动通信， 2014 ,( 3 ): 119 - 124 .

LING Y T , LIU L L , WU J B . Multi-service wireless access selection method based on group decision [J ] . Mobile Communications , 2014 ,( 3 ): 119 - 124 .

Views

881

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

LTE International Roaming Optimization Scheme Based on Equivalent PLMN

Network Selection Algorithm Based on Stable Matching Game in Vehicular Heterogeneous Network

Network Selection Algorithm Based on Weighted Bipartite Graph in Heterogeneous Network Environment

Research on Network Selection Algorithm Based on User Preference in Heterogeneous System

A Wireless Access Multimode Gateway System Applied in Internet of Vehicle

Related Author

Chen Fang

Haichen Liu

Wenbing Cheng

Bing Wu

Xiaozhi Pan

Riming Liang

Zhihua Chen

Jie Qin

Related Institution

China Mobile Group,Guangdong Co., Ltd. Shenzhen Branch

China Mobile Group, HongKong Co., Ltd., HongKong

College of Internet of Things,Nanjing University of Posts and Telecommunications

School of Computer Science and Telecommunication Engineering, Jiangsu University

College of Telcommunications and Information Engineering,Nanjing University of Posts and Telecommunications

⁰