Distributed Resource Allocation for Heterogeneous MANETs with MIMO Links

Qiaoyu Wang, H. Cui
{"title":"Distributed Resource Allocation for Heterogeneous MANETs with MIMO Links","authors":"Qiaoyu Wang, H. Cui","doi":"10.1109/ICEICT.2019.8846318","DOIUrl":null,"url":null,"abstract":"In wireless networks, users with different numbers of antennas may have different transmit rates and powers, which result in different quality of experience (QoE) and performance. In this paper, we will investigate how to increase the total system throughput and energy efficiency for heterogeneous mobile ad hoc networks (MANETs) with MIMO links. To address this problem, a utility function is constructed so that we can optimize the network throughput and energy efficiency by adjusting data rates and transmission powers of each terminal users. We then propose a distributed resource allocation algorithm by optimizing utility function and demonstrate its global convergence. Simulation results show that the proposed algorithm outperforms the existing ones and can also rapidly adapt to the changes in antenna array size and user density.","PeriodicalId":382686,"journal":{"name":"2019 IEEE 2nd International Conference on Electronic Information and Communication Technology (ICEICT)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE 2nd International Conference on Electronic Information and Communication Technology (ICEICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEICT.2019.8846318","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In wireless networks, users with different numbers of antennas may have different transmit rates and powers, which result in different quality of experience (QoE) and performance. In this paper, we will investigate how to increase the total system throughput and energy efficiency for heterogeneous mobile ad hoc networks (MANETs) with MIMO links. To address this problem, a utility function is constructed so that we can optimize the network throughput and energy efficiency by adjusting data rates and transmission powers of each terminal users. We then propose a distributed resource allocation algorithm by optimizing utility function and demonstrate its global convergence. Simulation results show that the proposed algorithm outperforms the existing ones and can also rapidly adapt to the changes in antenna array size and user density.
具有MIMO链路的异构manet的分布式资源分配
在无线网络中,不同天线数量的用户可能具有不同的传输速率和功率,从而导致不同的体验质量和性能。在本文中,我们将研究如何提高具有MIMO链路的异构移动自组网(manet)的总系统吞吐量和能源效率。为了解决这个问题,我们构造了一个效用函数,通过调整每个终端用户的数据速率和传输功率来优化网络吞吐量和能源效率。提出了一种基于效用函数优化的分布式资源分配算法,并证明了该算法的全局收敛性。仿真结果表明,该算法不仅性能优于现有算法,而且能够快速适应天线阵尺寸和用户密度的变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信