Femtocell网络中基于分簇的资源分配机制

张海波; 邹剑; 刘开健; 陈善学

doi:10.11959/j.issn.1000-436x.2017003

您当前的位置：

首页 >

文章列表页 >

Femtocell网络中基于分簇的资源分配机制

学术论文 | 更新时间：2024-06-05

- Femtocell网络中基于分簇的资源分配机制
- Cluster-based resource allocation mechanism for Femtocell network
- 通信学报 2017年38卷第1期页码：16-25
- 作者机构：
  
  1. 重庆邮电大学移动通信技术重庆市重点实验室，重庆 400065
  2. 北卡罗来纳州立大学电子与计算机工程系，美国罗利 27695
- 作者简介：
  
  [ "张海波（1979-），男，重庆人，博士，重庆邮电大学副教授、硕士生导师，主要研究方向为无线资源管理。" ]
  [ "邹剑（1990-），男，重庆人，重庆邮电大学硕士生，主要研究方向为无线资源管理。" ]
  [ "刘开健（1981-），女，重庆人，重庆邮电大学讲师，主要研究方向为无线资源分配与优化。" ]
  [ "陈善学（1966-），男，安徽合肥人，博士，重庆邮电大学教授、硕士生导师，主要研究方向为通信网络优化。" ]
- 基金信息：
  
  国家自然科学基金资助项目(61301122);国家自然科学基金资助项目(61102062);国家自然科学基金资助项目(61271260);重庆市基础与前沿基金资助项目(cstc2014jcyjA40052);长江学者和创新团队发展计划基金资助项目(IRT16R72)
- DOI：10.11959/j.issn.1000-436x.2017003
  中图分类号： TN929.5
- 网络出版日期：2017-01，
  
  纸质出版日期：2017-01-25
- 稿件说明：
移动端阅览
张海波, 邹剑, 刘开健, 等. Femtocell网络中基于分簇的资源分配机制[J]. 通信学报, 2017,38(1):16-25.

Hai-bo ZHANG, Jian ZOU, Kai-jian LIU, et al. Cluster-based resource allocation mechanism for Femtocell network[J]. Journal on communications, 2017, 38(1): 16-25.
张海波, 邹剑, 刘开健, 等. Femtocell网络中基于分簇的资源分配机制[J]. 通信学报, 2017,38(1):16-25. DOI： 10.11959/j.issn.1000-436x.2017003.

Hai-bo ZHANG, Jian ZOU, Kai-jian LIU, et al. Cluster-based resource allocation mechanism for Femtocell network[J]. Journal on communications, 2017, 38(1): 16-25. DOI： 10.11959/j.issn.1000-436x.2017003.

摘要

针对Macro-Femto网络中Femtocell与Macrocell之间的干扰问题，提出了一种基于分簇的资源分配机制。该机制结合图论及凸优化理论对毫微微节点分簇；随后采用基于速率公平的子信道分配算法对毫微微用户和宏用户分别进行子信道分配；利用分布式功率分配算法对完成信道分配的系统进行功率分配。仿真结果表明，该机制有效地抑制了Macro-Femto网络中存在的跨层干扰及同层干扰，提升了平均速率，同时满足了用户的速率公平性需求，使用户获得更高的满意度。

Abstract

A based-cluster resource allocation mechanism was proposed for suppressing interference between Femtocell and Macrocell in Macro-Femto network.The mechanism included three parts

FBS was put in disjoint clusters by graph theory and convex optimization

then a sub-channel allocation algorithm was adopted to assign sub-channel to the FUE and MUE based on fairness of rate.In the end

power allocation was performed by using distributed algorithm.Simulation results show that the proposed mechanism effectively suppresses cross-tier and co-tier interference in the Macro-Femto network

improves the average rate

meanwhile satisfies the requirements of fairness of rate

which makes users more satisfied.

关键词

Keywords

references

周雄 , 冯穗力 , 丁跃华 , 等 . Femtocell网络中博弈式频率复用算法 [J ] . 通信学报 , 2015 , 36 ( 2 ): 137 - 143 .

ZHOU X , FENG S L , DING Y H , et al . Game-theoretical frequency reuse algorithm in Femtocell network [J ] . Journal on Communications , 2015 , 36 ( 2 ): 137 - 143 .

GUIDOLIN F , BADIA L , ZORZI M . A distributed clustering algorithm for coordinated multipoint in LTE networks [J ] . IEEE Wireless Communication Letters , 2014 , 3 ( 5 ): 517 - 520 .

AUDHYA G K , SINHA K , MANDAL K , et al . A new approach to fast near-optimal channel assignment in cellular mobile networks [J ] . IEEE Transactions on Mobile Computing , 2013 , 12 ( 9 ): 1814 - 1827 .

LEE W , KANG J , KANG J . Joint resource allocation for throughput enhancement in cognitive radio Femtocell networks [J ] . IEEE Wireless Communication Letters , 2015 , 4 : 1 .

CHEN D , JIANG T , ZHANG Z . Frequency partitioning methods to mitigate cross-tier interference in two-tier Femtocell networks [J ] . IEEE Transactions on Vehicular Technology , 2015 , 64 ( 5 ): 1793 - 1805 .

ELSHERIF A R , CHEN W P , ITO A , et al . Adaptive resource allocation for interference management in small cell networks [J ] . IEEE Transactions on Communications , 2015 , 63 : 1 .

MENG Y , LI J , LI H , et al . A transformed conflict graph based resource allocation scheme combining interference alignment in OFDMA Femtocell networks [J ] . IEEE Transactions on Vehicular Technology , 2015 , 64 ( 10 ): 4728 - 4737 .

ZHANG H , JIANG C , BEAULIEU N C , et al . Resource allocation in spectrum-sharing OFDMA Femtocells with heterogeneous services [J ] . IEEE Transactions on Communications , 2014 , 62 ( 7 ): 2366 - 2377 .

HATOUM A , LANGAR R , AITSAADI N , et al . Cluster-based resource management in OFDMA Femtocell networks with QoS guarantees [J ] . IEEE Transactions on Vehicular Technology , 2014 , 63 ( 5 ): 2378 - 2391 .

HA V N , LONG B L . Fair resource allocation for OFDMA Femtocell networks with Macrocell protection [J ] . IEEE Transactions on Vehicular Technology , 2014 , 63 ( 3 ): 1388 - 1401 .

LIU S J , TIAN H . Clustering based interference management for QoS guarantees in OFDMA Femtocell [C ] // 2013 IEEE Wireless Communications and Networking Conference(WCNC) . 2013 : 649 - 654 .

HSIEH H Y , WEI S E , CHIEN C P . Optimizing small cell deployment in arbitrary wireless networks with minimum service rate constraints [J ] . IEEE Transactions on Mobile Computing , 2014 , 13 ( 8 ): 1801 - 1815 .

ABRAMOWITZ M . Handbook of mathematical functions with formulas,graphs,and mathematical tables [M ] . Dover Publications , 1974 .

WILLIAMSON D P , SHMOYS D B . The design of approximation algorithms [M ] . Cambridge University Press , 2011 .

LUO Z Q , MA W K , SO M C , et al . Semidefinite relaxation of quadratic optimization problems [J ] . IEEE Signal Processing Magazine , 2010 , 27 ( 3 ): 20 - 34 .

JOS F S . Implementation of interior point methods for mixed semidefinite and second order cone optimization problems [J ] . Optimization Methods ＆ Software , 2002 , 17 ( 6 ): 1105 - 1154 .

GÄRTNER B , MATOUSEK J . Approximation algorithms and semidefinite programming [J ] . Springer Berlin Heidelberg , 2012 , 7 ( 3 ): 291 - 309 .

3GPP TSG RAN1-2010 . Evolved universal terrestrial radio access (E-UTRA); Further advancements for E-UTRA physical layer aspects [R ] . 2010 .

ZHANG Q , ZHU X N , WU L J , et al . A coloring-based resource allocation for OFDMA Femtocell networks [C ] // 2013 IEEE Wireless Communications and Networking Conference (WCNC) . 2013 : 673 - 678 .

浏览量

1245

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

基于谱聚类的异构蜂窝超密集网络高能效资源分配算法

考虑恶意节点的CRN合作频谱感知方法

IEEE 802.16网络中保障QoS的多用户业务调度算法

基于耦合相移STAR-RIS的认知无线电系统资源分配算法

基于深度确定性策略梯度的星地融合网络可拆分任务卸载算法