[1]周杰,朱慧娟,菊池久和.三维空间域VMF分布模型的多天线系统性能[J].东南大学学报(自然科学版),2017,47(3):438-443.[doi:10.3969/j.issn.1001-0505.2017.03.004]
　Zhou Jie,Zhu Huijuan,Hisakazu Kikuchi.Multi-antenna system performance of VMF distribution model based on three-dimensional space[J].Journal of Southeast University (Natural Science Edition),2017,47(3):438-443.[doi:10.3969/j.issn.1001-0505.2017.03.004]
点击复制

三维空间域VMF分布模型的多天线系统性能()
分享到：

《东南大学学报(自然科学版)》[ISSN:1001-0505/CN:32-1178/N]

卷:
47
期数:
2017年第3期
页码:
438-443
栏目:
信息与通信工程
出版日期:
2017-05-20

文章信息/Info

Title:
Multi-antenna system performance of VMF distribution model based on three-dimensional space
作者:
周杰1; 2; 朱慧娟1; 菊池久和2
1南京信息工程大学江苏省气象探测与信息处理重点实验室, 南京 210044; 2国立新泻大学电气工程系, 日本新潟 950-2181
Author(s):
Zhou Jie1; 2;  Zhu Huijuan1;  Hisakazu Kikuchi2
1Jiangsu Key Laboratory of Meteorological Observation and Information Processing, Nanjing University of Information Science and Technology, Nanjing 210044, China
2Department of Electronic and Electrical Engineering, Niigata University, Niigata 950-2181, Japan
关键词:
VMF分布模型;  散射体群;  集中参数;  空间衰落相关函数;  多入多出
Keywords:
von Mises Fisher(VMF)distribution model;  scatter cluster;  concentration parameter;  spatial fading correlation function(SFC);  multiple-input and multiple-output(MIMO)
分类号:
TN911.6
DOI:
10.3969/j.issn.1001-0505.2017.03.004
摘要:
针对城市移动通信环境,提出了散射体各向异性分布的VMF分布模型.在室外宏小区的移动通信环境下引入散射体群的概念,并结合MIMO多天线Y型阵列(UYA)和圆形阵列(UCA)拓扑结构,使得模型能够估计多径衰落信道的重要信道参数,如UYA和UCA的空间衰落相关函数(SFC)、衰落信道模型的信道容量及多天线阵列UYA和UCA对平均余纬的敏感度等,并延伸了SFC在求解信道协方差矩阵的应用.结果表明:MIMO多天线系统的性能不仅取决于天线阵列阵元间距,还与到达角度有关;所提模型的信道参数估计结果适用于实际的城市移动通信环境.针对UYA和UCA的SFC和信道容量研究,拓展了VMF分布模型在三维空间域移动通信领域的应用,对MIMO多天线阵列的信道参数评估和无线通信系统仿真提供了有力的工具.
Abstract:
As for the mobile communication environment in the city, the von Mises Fisher(VMF)distribution model for a scatterer with anisotropic distribution was proposed. The concept of the scattering cluster was introduced into the mobile communication environment of outdoor macrocells. Based on the multiple-input and multiple-output(MIMO)uniform Y array(UYA)and the uniform circular array(UCA)topology, the VMF distribution model can estimate the important channel parameters of multipath fading channels, such as the spatial fading correlation function(SFC)of UYA and UCA, the channel capacity of the fading channel model, the sensitivity of the multi-antenna array of UYA and UCA to the mean colatitude of arrival and so on. The application of SFC in solving the channel covariance matrix is extended. The results show that the performance of the MIMO multi-antenna system depends on the antenna array element spacing and the angle of arrival. The parameter estimation results of the proposed model are suitable for the realistic city mobile communication environments. The study of SFC and the channel capacity of UYA and UCA expands the application of the VMF distribution model in three-dimensional space domain in the field of mobile communication, and provides a powerful tool for the evaluation of the channel parameters of the MIMO multi-antenna array and the simulation of wireless communication systems

参考文献/References:

[1] Yan L, Fang X M, Wang C X. Position-based limited feedback scheme for railway MU-MIMO systems[J]. IEEE Transactions on Vehicular Technology, 2016, 65(10): 8361-8370. DOI:10.1109/tvt.2015.2511021.
[2] Li Y Z, Shi Y, Sheng M, et al. Energy-efficient transmission in heterogeneous wireless networks: A delay-aware approach[J]. IEEE Transactions on Vehicular Technology, 2016, 65(9): 7488-7500. DOI:10.1109/tvt.2015.2472578.
[3] Vahidi V, Pour Yazdanpanah A, Saberinia E, et al. Channel estimation, equalisation, and evaluation for high-mobility airborne hyperspectral data transmission [J]. IET Communications, 2016, 10(18): 2656-2662. DOI:10.1049/iet-com.2016.0599.
[4] Thomas P J, Eckford A W. Capacity of a simple intercellular signal transduction channel[J]. IEEE Transactions on Information Theory, 2016, 62(12): 7358-7382. DOI:10.1109/tit.2016.2599178.
[5] Le D A, Vu H V, Ranjbar M, et al. On the capacity and energy efficiency of non-coherent Rayleigh fading channels with additive Gaussian mixture noise [J]. IET Communications, 2016, 10(18): 2507-2515. DOI:10.1049/iet-com.2016.0318.
[6] Mohammed A H, Ozdemir M K. A directional FM channel model for contemporary wireless systems[J].Canadian Journal of Electrical and Computer Engineering, 2016, 39(4): 311-321. DOI:10.1109/cjece.2016.2600031.
[7] Mishra P K, Pandey S, Biswash S K. Efficient resource management by exploiting D2D communication for 5G networks [J]. IEEE Access, 2016, 4(1): 9910-9922. DOI: 10.1109/ACCESS.2016.2602843.
[8] 周杰, 朱慧娟, 袁梅. 基于二维空间域移动通信统计信道的空时特性[J]. 电子技术应用, 2016, 42(8): 116-120. DOI:10.16157/j.issn.0258-7998.2016.08.029.
Zhou Jie, Zhu Huijuan, Yuan Mei. Analysis of mobile communication in a two-dimensional scattering channel model[J]. Application of Electronic Technique, 2016, 42(8): 116-120. DOI:10.16157/j.issn.0258-7998.2016.08.029. (in Chinese)
[9] 周杰, 曹志钢, 菊池久和. 非对称空间统计信道模型及其MIMO多天线系统[J]. 东南大学学报(自然科学版), 2014, 44(2): 232-238. DOI:10.3969/j.issn.1001-0505.2014.02.002.
Zhou Jie, Cao Zhigang, Hisakazu Kikuchi. Asymmetric geometrical statistical channel model and MIMO wireless communications[J]. Journal of Southeast University(Natural Science Edition), 2014, 44(2): 232-238. DOI:10.3969/j.issn.1001-0505.2014.02.002. (in Chinese)
[10] Deng Y, Noel A, Elkashlan M, et al. Modeling and simulation of molecular communication systems with a reversible adsorption receiver[J]. IEEE Transactions on Molecular, Biological and Multi-Scale Communications, 2015, 1(4): 347-362.
[11] 周杰, 江浩, 菊池久和, 等. 基于改进的统计信道模型与多天线系统性能分析[J]. 物理学报, 2014, 63(14): 140506-140501. DOI:10.7498/aps.63.140506.
Zhou Jie, Jiang Hao, Hisakazu Kikuchi, et al. Geometrical statistical channel model and performance investigation for multi-antenna systems in wireless communications[J]. Acta Physica Sinica, 2014, 63(14): 140506-140501. DOI:10.7498/aps.63.140506. (in Chinese)
[12] Taghia J, Ma Z Y, Leijon A. Bayesian estimation of the von-Mises Fisher mixture model with variational inference[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36(9): 1701-1715. DOI:10.1109/TPAMI.2014.2306426.

备注/Memo

备注/Memo:
收稿日期: 2016-09-30.
作者简介: 周杰(1964—),男,博士,教授,博士生导师,zhoujie45@hotmail.com.
基金项目: 国家自然科学基金面上资助项目(61471153)、江苏省高校自然科学基金重大资助项目(14KJA510001)、江苏省信息与通信工程优势学科建设资助项目.
引用本文: 周杰,朱慧娟,菊池久和.三维空间域VMF分布模型的多天线系统性能[J].东南大学学报(自然科学版),2017,47(3):438-443. DOI:10.3969/j.issn.1001-0505.2017.03.004.
更新日期/Last Update: 2017-05-20