通信学报 ›› 2017, Vol. 38 ›› Issue (6): 167-176.doi: 10.11959/j.issn.1000-436x.2017128
钱文杰,任祝,程维维,吕文涛,徐伟强
修回日期:
2017-02-23
出版日期:
2017-06-25
发布日期:
2019-04-23
作者简介:
钱文杰(1993-),男,安徽灵璧人,浙江理工大学硕士生,主要研究方向为通信网络与优化控制。|任祝(1983-),男,浙江湖州人,博士,浙江理工大学讲师,主要研究方向为无线网络化控制系统。|程维维(1979-),男,安徽阜阳人,博士,浙江理工大学讲师,主要研究方向为电子工程、无线通信和物联网。|吕文涛(1982-),男,河南信阳人,博士,浙江理工大学讲师,主要研究方向为数字图像处理、模式识别和信号处理、视频与图像通信。|徐伟强(1975-),男,浙江杭州人,博士,浙江理工大学教授,主要研究方向为通信网络与优化控制。
基金资助:
Wen-jie QIAN,Zhu REN,Wei-wei CHENG,Wen-tao LYU,Wei-qiang XU
Revised:
2017-02-23
Online:
2017-06-25
Published:
2019-04-23
Supported by:
摘要:
针对移动数据流量分载问题,提出在 SDN 架构下综合考虑基站成本和接入点消耗的网络服务成本最小化问题模型。针对基于对偶分解的流量分载算法在收敛速度和隐私安全方面存在的缺陷,提出基于近似雅可比交替方向乘子法(ADMM,alternating direction method of multipliers)的流量分载算法,所设计的具体实施方案确保了隐私安全。同时,仿真实验表明基于近似雅可比ADMM的算法在收敛速度方面显著优于基于对偶分解的算法。
中图分类号:
钱文杰,任祝,程维维,吕文涛,徐伟强. 基于SDN架构的高效分布式流量分载算法[J]. 通信学报, 2017, 38(6): 167-176.
Wen-jie QIAN,Zhu REN,Wei-wei CHENG,Wen-tao LYU,Wei-qiang XU. Efficient distributed traffic offloading algorithm based on SDN architecture[J]. Journal on Communications, 2017, 38(6): 167-176.
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