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异构网络下基于车辆权值的分簇算法
引用本文:郭爱煌,王露,黄博,左雨星.异构网络下基于车辆权值的分簇算法[J].同济大学学报(自然科学版),2018,46(4):0535-0541.
作者姓名:郭爱煌  王露  黄博  左雨星
作者单位:同济大学电子信息与工程学院;轨道交通控制与安全国家重点实验室(北京交通大学)
基金项目:国家自然科学基金重点项目(61331009);上海市自然科学基金(14ZR1442700);轨道交通控制与安全国家重点实验室(北京交通大学)开放课题基金(RCS2017K013);
摘    要:基于路面车辆的运动状态与长期演进(long term evolution,LTE)网络调制策略,提出LTE网络与车载自组织网络组成的异构网络下基于车辆权值的分簇算法(heterogeneous weighted clustering algorithm,H-WCA).HWCA算法引入车辆相对置信距离、相对移动性、相对可达速率和信道质量指示作为分簇属性,使用层次分析法分配各属性权值,利用序数偏好法决策最优分簇方案,选取最优簇头节点,提升簇结构稳定性.仿真结果表明,H-WCA可提升系统传输容量,并减少LTE的资源块开销,优化整体网络性能.

关 键 词:异构网络  权值分簇算法  信道容量  资源块开销  层次分析法
收稿时间:2017/4/25 0:00:00
修稿时间:2018/3/8 0:00:00

Vehicle Weighted Cluster Algorithm in Heterogeneous Network
GUO Aihuang,WANG Lu,HUANG Bo and ZUO Yuxing.Vehicle Weighted Cluster Algorithm in Heterogeneous Network[J].Journal of Tongji University(Natural Science),2018,46(4):0535-0541.
Authors:GUO Aihuang  WANG Lu  HUANG Bo and ZUO Yuxing
Abstract:Considering about the motion status of the vehicles and the long term evolution (LTE) network modulation strategy, based on weighted clustering algorithm under heterogeneous networks (H WCA) which contains LTE network and vehicle adhoc network (VANET) was proposed. H WCA algorithm, which introduced relative vehicular confidence distance, relative mobility, relative achievable rate and channel quality indicator as clustering properties, and allocating weights for properties by analytic hierarchy process (AHP), then selecting the optimal scheme by technique for order preference by similarity to ideal solution (TOPSIS), and choosing the optimal cluster head which can enhance the cluster stability. As simulation result shows, this algorithm can increase heterogeneous network transmission capacity and reduce LTE resource block overhead, optimizing the performance of whole network.
Keywords:heterogeneous network  weighted clustering algorithm  channel capacity  resource block overhead  analytic hierarchy process
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