基于不完备CSI的OFDMA公平资源分配算法

doi:10.11959/j.issn.1000-0801.2015011

电信科学 ›› 2015, Vol. 31 ›› Issue (2): 63-68.doi: 10.11959/j.issn.1000-0801.2015011

基于不完备CSI的OFDMA公平资源分配算法

吴耀辉^1,²,李有明¹,金丽萍^1,²,邵鹏飞²

¹ 宁波大学通信技术研究所宁波 315211
² 浙江万里学院电子信息学院宁波 315100

出版日期:2015-02-20 发布日期:2017-03-18
基金资助:
国家自然科学基金资助项目;浙江省自然科学基金资助项目;宁波市自然科学基金资助项目;宁波市自然科学基金资助项目;“信息与通信工程”浙江省重中之重学科开放基金资助

Fair Resource Allocation Algorithm for OFDMA System with Imperfect CSI

Yaohui Wu^1,²,Youming Li¹,Liping Jin^1,²,Pengfei Shao²

¹ Institute of Communication Technology, Ningbo University, Ningbo 315211, China
² School of Electronic and Information Engineering, Zhejiang Wanli University, Ningbo 315100, China

Online:2015-02-20 Published:2017-03-18
Supported by:
The National Natural Science Foundation of China;Zhejiang Provincial Natural Science Foundation;Ningbo Natural Science Foundation;Ningbo Natural Science Foundation;Zhejiang Information and Communication Engineering Open Foundation of the Most Important Subjects

摘要/Abstract

摘要：

针对在信道状态信息不完备时，很难兼顾系统容量和公平性这一问题，通过引入公平松弛因子，提出一种公平性可调的遍历容量最大化资源分配算法。为了降低计算复杂度，在利用对偶优化方法求解拉格朗日算子过程中，提出同层循环迭代的搜索方式以代替传统的内外层循环迭代方式。通过仿真和分析表明，该算法在满足公平性的同时实现了遍历容量最大化，且计算复杂度明显降低。

关键词: 正交频分复用多址接入, 资源分配, 不完备信道状态信息, 遍历容量, 公平性

Abstract:

Existing resource allocation algorithms can't balance system capacity and fairness well when the channel state information is imperfect. In order to solve this problem, a fair resource allocation algorithm was proposed to maximize the system ergodic capacity, while the fairness could be adjusted flexibly by introducing the fairness relaxation factor. In order to reduce the complexity in the use of dual optimization method for solving the lagrange operator process, an iteration searching method in the same layer was proposed to replace the traditional multi-layer iteration searching method. Simulation results show that the proposed algorithm can effectively maximize the system ergodic capacity and guarantee the fairness, while the computational complexity was reduced significantly.

Key words: OFDMA, resource allocation, imperfect channel state information, ergodic capacity, fairness

吴耀辉,李有明,金丽萍,邵鹏飞. 基于不完备CSI的OFDMA公平资源分配算法[J]. 电信科学, 2015, 31(2): 63-68.

Yaohui Wu,Youming Li,Liping Jin,Pengfei Shao. Fair Resource Allocation Algorithm for OFDMA System with Imperfect CSI[J]. Telecommunications Science, 2015, 31(2): 63-68.

图/表 6

图1

图2

图3

图4

图5

图6

参考文献 15

1	Jang J , Lee K B . Transmit power adaptation for multiuser OFDM systems. IEEE Journal on Selected Areas Communications, 2003,21(2): 171～178
2	Liu Y F , Dai Y H . On the complexity of joint subcarrier and power allocation for multi-user OFDMA systems. IEEE Transactions on Signal Processing, 2014,62(3): 583～596
3	Shen Z K , Andrews J G , Evans B L . Adaptive resource allocation in multiuser OFDM systems with proportional rate constraints. IEEE Transactions on Wireless Communications, 2005,4(6): 2726～2737
4	杜娜，顾品标，闵锐．一种低复杂度基于公平性的 MIMO-OFDMA资源分配方案．电子与信息学报， 2010,32(4):770～774 Du N , Gu P B , Min R . A low complexity resource allocation scheme with proporional fairness for MIMO-OFDMA system. Journal of Electronics&Information Technology, 2010,32(4):770～774
5	汪照，李有明，陈斌．基于鱼群算法的OFDMA 自适应资源分配．物理学报， 2013(12) Wang Z , Li Y M , Chen B . OFDMA adapive resource allocation based on fish swarm algorithm. Acta Physica Sinica, 2013(12)
6	吴耀辉，李有明，邵鹏飞．一种新型的OFDMA比例公平资源分配算法．电信科学， 2014,30(6):79～85 Wu Y H , LI Y M , Shao P F . A noval resource allocation for OFDMA system with proportional fairness. Telecommuications Science, 2014,30(6):79～85
7	Kuhne A , Klein A . Throughput analysis of multi-user OFDMA-systems using imperfect CQI feedback and diversity techniques. IEEE Journal on Selected Areas in Communications, 2008,26(8): 1440～1450
8	Yao Y , Giannakis G B . Rate-maximizing power allocation in OFDM based on partial channel knowledge. IEEE Transactions on Wireless Communications, 2005,4(3): 1073～1083
9	Wong I C , Evans B L . Optimal resource allocation in the OFDMA downlink with imperfect channel knowledge. IEEE Transaction on Communications, 2009,57(1): 232～241
10	Awad M K , Mahinthan V , Mehrjoo M . A dual-decomposition- based resource allocation for OFDMA networks with imperfect CSI. IEEE Transactions on Vehicular Technology, 2010,59(5): 2394～2403
11	George M , Koilpillai R D . Fairness-based resource allocation in OFDMA downlink with imperfect CSIT. 2013 International Conference on Wireless Communications & Signal Processing, Hangzhou,China, 2013
12	Li J , He C , Jiang L G . An proportional fair resource allocation in OFDM-based cognitive radio networks under imperfect channel-state information. Proceedings of IEEE Wireless Communications and Networking Conference, Shanghai,China, 2013:1814～1818
13	Yu W , Cioffi J M . FDMA capacity of Gaussian multiple-access channels with ISI. IEEE Transactions on Communications, 2002,50(1): 102～111
14	Jain R , Chiu D , Hawe W . A Quantitative Measure of Fairness and Discrimination for Resource Allocation in Shared Computer Systems. DEC Research,Tech Rep TR-301, 1984
15	Palomar D P , Chiang M . A tutorial on decomposition methods for network utility maximization. IEEE Journal on Selected Areas in Communications, 2006,24(8): 1439～1451

[1]	康宇, 刘雅琼, 赵彤雨, 寿国础. AI算法在车联网通信与计算中的应用综述[J]. 电信科学, 2023, 39(1): 1-19.
[2]	汪晗, 刁磊, 王梦玲, 荣欣, 李佳珉, 尤肖虎. 工业物联网中URLLC的关键问题分析[J]. 电信科学, 2022, 38(Z1): 77-92.
[3]	贺智敏, 林育哲, 程宇杰, 闫实. 基于无线感知辅助的车联网下行无线资源分配方法[J]. 电信科学, 2022, 38(9): 60-70.
[4]	邹璐珊, 黄晓雯, 杨敬民, 郑艺峰, 张光林, 张文杰. 移动边缘计算中资源分配和定价方法综述[J]. 电信科学, 2022, 38(3): 113-132.
[5]	绳韵, 许晨, 郑光远. 基于NOMA的超密集MEC网络任务卸载和资源分配方案[J]. 电信科学, 2022, 38(2): 35-46.
[6]	丁铖, 陈锦荣, 曹小冬, 王翊. 基于服务质量的层次化结构资源分配算法[J]. 电信科学, 2022, 38(1): 102-111.
[7]	余云河, 孙君. 机器类通信中集中式与分布式Q学习的资源分配算法研究[J]. 电信科学, 2021, 37(11): 41-50.
[8]	吴柳青,朱晓荣. 基于边-端协同的任务卸载资源分配联合优化算法[J]. 电信科学, 2020, 36(3): 42-52.
[9]	李凯,刘伟,罗贵阳,李静林. 以用户为中心的智能化网络运营服务方法[J]. 电信科学, 2020, 36(2): 101-108.
[10]	翁昕耀,游林,蓝婷婷. 基于区块链的结果可追溯的可搜索加密方案[J]. 电信科学, 2019, 35(9): 98-106.
[11]	贾海宇,陈佳,王铭鑫. 无线接入网络中网络功能虚拟化研究综述[J]. 电信科学, 2019, 35(1): 97-112.
[12]	易冰,陈永丽,赵瑞雪. 毫米波5G网络中D2D通信的资源分配方案[J]. 电信科学, 2019, 35(1): 138-146.
[13]	李学华,沈琛,姚媛媛. 基于跨层策略的60 GHz脉冲多用户通信系统性能分析[J]. 电信科学, 2018, 34(9): 70-77.
[14]	葛维春,罗桓桓,周桂平,王英杰,孔祥余,关璐瑶,宋闯,张民,李青. 基于电力光纤到户的网络切片资源管理方案[J]. 电信科学, 2018, 34(9): 153-159.
[15]	张新苹,王园园,田霖,郝树良. 基于业务类型的集中式接入网基站处理资源分配算法[J]. 电信科学, 2018, 34(8): 109-118.

基于不完备CSI的OFDMA公平资源分配算法

Fair Resource Allocation Algorithm for OFDMA System with Imperfect CSI

在线阅读

PDF下载

可视化

摘要/Abstract

引用本文

使用本文

图/表 6

参考文献 15

相关文章 15

Metrics

推荐阅读 0