基于分布式混合CSIT的MIMO X网络自由度分析

冯文江, 应腾达, 代才莉, 蒋卫恒, 刘国岭, 钟昕辉, 姚楚楠

电子学报 ›› 2018, Vol. 46 ›› Issue (7) : 1553-1561.

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电子学报 ›› 2018, Vol. 46 ›› Issue (7) : 1553-1561. DOI: 10.3969/j.issn.0372-2112.2018.07.003
学术论文

基于分布式混合CSIT的MIMO X网络自由度分析

  • 冯文江1, 应腾达1, 代才莉1,2, 蒋卫恒1, 刘国岭1, 钟昕辉1, 姚楚楠1
作者信息 +

DoF Analysis of the MIMO X Network with Distributed Hybrid CSIT

  • FENG Wen-jiang1, YING Teng-da1, DAI Cai-li1,2, JIANG Wei-heng1, LIU Guo-ling1, ZHONG Xin-hui1, YAO Chu-nan1
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文章历史 +

摘要

M×N用户MIMO X网络中,发射端信道状态信息(CSIT)类型会影响系统总自由度(sum-DoF).为逼近系统总自由度外界,设计MIMO X网络对称天线配置下的多阶段分布式空时干扰对齐(DSTIA)方案;推导具有分布式特性的基于混合CSIT—过期(outdated)和当前(current) CSIT的预编码矩阵闭式解;分析CSI反馈时延、网络节点数和配置天线数对MIMO X网络总自由度的影响.理论和数值分析表明,在分布式混合CSIT条件下,DSTIA方案能充分消除用户间干扰,获得更高的自由度,缩小可达界与外界的差距,提高系统可达速率.

Abstract

In the context of M×N user multiple-input multiple-output (MIMO) X network,the different types of channel state information at the transmitters (CSIT) have impacts on the sum of degrees of freedom (sum-DoF).To approximate to the sum-DoF outer bounds,we propose a multiphase distributed space-time interference alignment (DSTIA) scheme for the MIMO X network with symmetric antenna configurations.We derive the closed-form solution of precoding matrix based on hybrid CSIT (i.e.,outdated and current CSIT) with distributed characteristics,while revealing the impact on how the CSI feedback delay,as well as the number of transmitters/receivers and the number of antennas affect the sum-DoF of the MIMO X network.Theoretical and Analytical results show that,with distributed hybrid CSIT,DSTIA scheme can achieve better sum-DoFs by eliminating inter-user interference perfectly,as well as tightening DoF gap and improving the achievable rates of system.

关键词

自由度 / 分布式混合CSIT / 空时干扰对齐 / 预编码

Key words

degree of freedom / distributed hybrid CSIT / space-time interference alignment / precoding

引用本文

导出引用
冯文江, 应腾达, 代才莉, 蒋卫恒, 刘国岭, 钟昕辉, 姚楚楠. 基于分布式混合CSIT的MIMO X网络自由度分析[J]. 电子学报, 2018, 46(7): 1553-1561. https://doi.org/10.3969/j.issn.0372-2112.2018.07.003
FENG Wen-jiang, YING Teng-da, DAI Cai-li, JIANG Wei-heng, LIU Guo-ling, ZHONG Xin-hui, YAO Chu-nan. DoF Analysis of the MIMO X Network with Distributed Hybrid CSIT[J]. Acta Electronica Sinica, 2018, 46(7): 1553-1561. https://doi.org/10.3969/j.issn.0372-2112.2018.07.003
中图分类号: TN919.1   

参考文献

[1] MADDAH-ALI M A,MOTAHARI A S,KHANDANI A K.Communication over MIMO X channels:interference alignment,decomposition,and performance analysis[J].IEEE Transactions on Information Theory,2008,54(8):3457-3470.
[2] JAFAR S A,SHAMAI S.Degrees of freedom region of the MIMO X channel[J].IEEE Transactions on Information Theory,2008,54(1):151-170.
[3] SUN H,GOU T,JAFAR S A.Degrees of freedom of MIMO X networks:spatial scale invariance and one-sided decomposability[J].IEEE Transactions on Information Theory,2013,59(12):8377-8385.
[4] 谢显中,黄倩,王柳苏,马彬.一种云存储中基于干扰对齐的多节点精确修复方法[J].电子学报,2014,42(10):1873-1881. XIE Xian-zhong,HUANG Qian,WANG Liu-su,MA Bin.A multi-node exact repair method in cloud storage based on interference alignment[J].Acta Electronica Sinica,2014,42(10):1873-1881.(in Chinese)
[5] 朱世磊,郑娜娥,巴斌,胡捍英.认知MIMO干扰网络最优干扰对齐算法[J].电子学报,2016,44(6):1406-1412. ZHU Shi-lei,ZHENG Na-e,BA Bin,HU Han-ying.Optimum interference alignment algorithm for cognitive MIMO interference network[J].Acta Electronica Sinica,2016,44(6):1406-1412.(in Chinese)
[6] 张博为,冯文江,廖勇,等.基于延迟输出反馈的上行多小区MIMO蜂窝干扰网络自由度分析[J].电子学报,2017,45(12):3051-3059. ZHANG Bo-wei,FENG Wen-jiang,LIAO Yong,et al.Degrees of freedom of uplink multi-cell MIMO cellular interfering network with delayed output feedback[J].Acta Electronica Sinica,2017,45(12):3051-3059.(in Chinese)
[7] MADDAH-ALI M A,TSE D.Completely stale transmitter channel state information is still very useful[J].IEEE Transactions on Information Theory,2012,58(7):4418-4431.
[8] YANG S,KOBAYASHI M,GESBERT D,YI X.Degrees of freedom of time correlated MISO broadcast channel with delayed CSIT[J].IEEE Transactions on Information Theory,2013,59(1):315-328.
[9] KERRET P,YI X,GESBERT D.On the degrees of freedom of the K-user time correlated broadcast channel with delayed CSIT[A].Proceedings of the 2013 IEEE International Symposium on Information Theory[C].Istanbul,Turkey:IEEE,2013.624-628.
[10] VAZE C,VARANASI M K.The degrees of freedom region of the two-user MIMO broadcast channel with delayed CSIT[A].Proceedings of the 2011 IEEE International Symposium on Information Theory[C].St Petersburg,Russia:IEEE,2011.199-203.
[11] YI X,GESBERT D,YANG S,KOBAYASHI M.Degrees of freedom of time-correlated broadcast channels with delayed CSIT:the MIMO case[A].Proceedings of the 2013 IEEE International Symposium on Information Theory[C].Istanbul,Turkey:IEEE,2013.987-991.
[12] ABDOLI M J,GHASEMI A,KHANDANI A K.On the degrees of freedom of three-user MIMO broadcast channel with delayed CSIT[A].Proceedings of the 2011 IEEE International Symposium on Information Theory[C].St Petersburg,Russia:IEEE,2011.209-213.
[13] MALEKI H,JAFAR S A,SHAMAI S.Retrospective interference alignment over interference networks[J].IEEE Journal of Selected Topics in Signal Processing,2012,6(3):228-240.
[14] GHASEMI A,MOTAHARI A S,KHANDANI A K.On the degrees of freedom of X channel with delayed CSIT[A].Proceedings of the 2011 IEEE International Symposium on Information Theory[C].St Petersburg,Russia:IEEE,2011.767-770.
[15] ABDOLI M J,GHASEMI A,KHANDANI A K.On the degrees of freedom of K-user SISO interference and X channels with delayed CSIT[J].IEEE Transactions on Information Theory,2013,59(10):6542-6561.
[16] GHASEMI A,ABDOLI M J,KHANDANI A K.On the degrees of freedom of MIMO X channel with delayed CSIT[A].Proceedings of the 2012 IEEE International Symposium on Information Theory[C].Cambridge,MA,USA:IEEE,2012.1892-1896.
[17] TANDON R,MOHAJER S,POOR H V,SHAMAI S.On X-channels with feedback and delayed CSI[A].Proceedings of the 2012 IEEE International Symposium on Information Theory[C].Cambridge,MA,USA:IEEE,2012.1877-1881.
[18] VAZE C S,VARANASI M K.The degree-of-freedom regions of MIMO broadcast,interference,and cognitive radio channels with no CSIT[J].IEEE Transactions on Information Theory,2012,58(8):5354-5374.
[19] LEE N,HEATH R.Space-time interference alignment and degree-of-freedom regions for the MISO broadcast channel with periodic CSI feedback[J].IEEE Transactions on Information Theory,2014,60(1):515-528.
[20] LEE N,TANDON R,HEATH R W.Distributed space-time interference alignment with moderately delayed CSIT[J].IEEE Transactions on Wireless Communications,2015,14(2):1048-1059.
[21] YING T,FENG W,SU W,JIANG W.On the degrees of freedom of MIMO X networks with non-cooperation transmitters[J].IEEE Transactions on Wireless Communications,2017,16(4):2490-2504.
[22] YING T,FENG W,LIU G.Space-time interference alignment:DoF of two-user MIMO X channel with alternating CSIT[J].IEEE Communications Letters,2017,21(5):1167-1170.
[23] SEIF M,EL-KEYI A,NAFIE M.Achievable Ddegrees of Freedom of the K-user MISO Broadcast Channel with Alternating CSIT via Interference Creation-Resurrection[EB/OL].https://arxiv.org/abs/1605.02928.2016.

基金

中央高校基本科研业务费 (No.106112016CDJXY500002); 重庆市基础科学与前沿技术研究重点项目 (No.cstc2017jcyjBX0047,No.cstc2015jcyjA40021)
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