Achievable Sum Rate and Degrees of Freedom of Opportunistic Interference Alignment in MIMO Interfering Broadcast Channels

被引:10
作者
Suo, Long [1 ]
Li, Jiandong [1 ]
Li, Hongyan [1 ]
Zhang, Shun [1 ]
Davidson, Timothy N. [2 ]
机构
[1] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
[2] McMaster Univ, Dept Elect & Comp Engn, Hamilton, ON L8S 4L8, Canada
基金
中国国家自然科学基金;
关键词
Random beamforming; interference alignment; sum rate; user scheduling; FEEDBACK; CAPACITY;
D O I
10.1109/TCOMM.2019.2903250
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, the sum rate of opportunistic interference alignment (OIA) is analyzed in multiple-input-multiple-output interfering broadcast channels. The alignment metric upon which users are scheduled is based on the chordal distance between certain interfering subspaces at each receiver, and the closed-form expressions for the rates of the scheduled users are derived. Furthermore, we show that for a system in which each user hasN receive antennas and the jth base station transmits d(j) data streams, where Sigma(I)(j=1) d(j) = N+1 and N >= 2, the rate for each user can be approximated by the mean of a Gumbel random variable. Further analysis reveals that if the number of users in cell i scales as rho(alpha), where rho is the normalized transmit power and alpha is an element of [0, 1], then cell i can achieve alpha d(i) degrees of freedom. The simulation results confirm the validity of the theoretical analysis and the accuracy of the approximation. Thus, the sum rate analysis provided herein is an effective performance evaluation method for multi-cell OIA.
引用
收藏
页码:4062 / 4073
页数:12
相关论文
共 24 条
[1]  
[Anonymous], 2011, CURR OPIN BIOTECHNOL, DOI DOI 10.1016/J.C0PBI0.2011.02.011
[2]  
Castillo Enrique., 1988, EXTREME VALUE THEORY
[3]  
Cho CK, 2012, 2012 IEEE 23RD INTERNATIONAL SYMPOSIUM ON PERSONAL INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), P732, DOI 10.1109/PIMRC.2012.6362881
[4]   THE PRACTICAL CHALLENGES OF INTERFERENCE ALIGNMENT [J].
El Ayach, Omar ;
Peters, Steven W. ;
Heath, Robert W., Jr. .
IEEE WIRELESS COMMUNICATIONS, 2013, 20 (01) :35-42
[5]   On the Overhead of Interference Alignment: Training, Feedback, and Cooperation [J].
El Ayach, Omar ;
Lozano, Angel ;
Heath, Robert W., Jr. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2012, 11 (11) :4192-4203
[6]   A Distributed Numerical Approach to Interference Alignment and Applications to Wireless Interference Networks [J].
Gomadam, Krishna ;
Cadambe, Viveck R. ;
Jafar, Syed A. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (06) :3309-3322
[7]  
Haan L., 2007, EXTREME VALUE THEORY
[8]  
Nguyen HD, 2013, 2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), P3028
[9]   Multi-Cell Random Beamforming: Achievable Rate and Degrees of Freedom Region [J].
Hieu Duy Nguyen ;
Zhang, Rui ;
Hui, Hon Tat .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (14) :3532-3544
[10]   Performance of Orthogonal Beamforming for SDMA With Limited Feedback [J].
Huang, Kaibin ;
Andrews, Jeffrey G. ;
Heath, Robert W., Jr. .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2009, 58 (01) :152-164