Opportunistic Downlink Interference Alignment for Multi-Cell MIMO Networks

In this paper, we propose an opportunistic downlink interference alignment (ODIA) for interference-limited cellular downlink, which intelligently combines user scheduling and downlink IA techniques. The proposed ODIA not only efficiently reduces the effect of inter-cell interference from other-cell base stations (BSs) but also eliminates intra-cell interference among spatial streams in the same cell. We show that the minimum number of users required to achieve a target degrees-of-freedom can be fundamentally reduced, i.e., the fundamental user scaling law can be improved by using the ODIA, compared with the existing downlink IA schemes. In addition, we adopt a limited feedback strategy in the ODIA framework, and then analyze the number of feedback bits required for the system with limited feedback to achieve the same user scaling law of the ODIA as the system with perfect channel state information. We also modify the original ODIA in order to further improve the sum-rate, which achieves the optimal multiuser diversity gain, i.e., $\log \log N$ , per spatial stream even in the presence of downlink inter-cell interference, where $N$ denotes the number of users in a cell. Simulation results show that the ODIA significantly outperforms existing interference management techniques in terms of sum rate in realistic cellular environments. Note that the ODIA operates in a non-collaborative and decoupled manner, i.e., it requires no information exchange among BSs and no iterative beamformer optimization between BSs and users, thus leading to an easier implementation.

[1]  David James Love,et al.  Optimization and tradeoff analysis of two-way limited feedback beamforming systems , 2009, IEEE Transactions on Wireless Communications.

[2]  David Tse,et al.  Downlink Interference Alignment , 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

[3]  Youjian Liu,et al.  Quantization Bounds on Grassmann Manifolds and Applications to MIMO Communications , 2006, IEEE Transactions on Information Theory.

[4]  Babak Hassibi,et al.  On the capacity of MIMO broadcast channels with partial side information , 2005, IEEE Transactions on Information Theory.

[5]  Mahesh K. Varanasi,et al.  Interference Alignment Under Limited Feedback for MIMO Interference Channels , 2013, IEEE Transactions on Signal Processing.

[6]  Syed Ali Jafar,et al.  A Distributed Numerical Approach to Interference Alignment and Applications to Wireless Interference Networks , 2011, IEEE Transactions on Information Theory.

[7]  Hon Tat Hui,et al.  Effect of receive spatial diversity on the degrees of freedom region in multi-cell random beamforming , 2012, 2013 IEEE Wireless Communications and Networking Conference (WCNC).

[8]  Arogyaswami Paulraj,et al.  Opportunistic downlink interference alignment , 2013, 2014 IEEE International Symposium on Information Theory.

[9]  Michael B. Miller Linear Regression Analysis , 2013 .

[10]  Junyi Li,et al.  Opportunistic interference alignment in cellular downlink , 2012, 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[11]  Alexander Barg,et al.  Bounds on packings of spheres in the Grassmann manifold , 2002, IEEE Trans. Inf. Theory.

[12]  Helmut Bölcskei,et al.  Interference alignment with limited feedback , 2009, 2009 IEEE International Symposium on Information Theory.

[13]  Wan Choi,et al.  Multi-user diversity in a spectrum sharing system , 2009, IEEE Transactions on Wireless Communications.

[14]  Sae-Young Chung,et al.  Parallel Opportunistic Routing in Wireless Networks , 2009, IEEE Transactions on Information Theory.

[15]  Syed Ali Jafar,et al.  Interference Alignment and Degrees of Freedom of the $K$-User Interference Channel , 2008, IEEE Transactions on Information Theory.

[16]  Nihar Jindal,et al.  MIMO broadcast channels with finite rate feedback , 2006, GLOBECOM '05. IEEE Global Telecommunications Conference, 2005..

[17]  Bang Chul Jung,et al.  Opportunistic Interference Alignment for Interference-Limited Cellular TDD Uplink , 2011, IEEE Communications Letters.

[18]  Arogyaswami Paulraj,et al.  Codebook-Based Opportunistic Interference Alignment , 2013, IEEE Transactions on Signal Processing.

[19]  David James Love,et al.  On the performance of random vector quantization limited feedback beamforming in a MISO system , 2007, IEEE Transactions on Wireless Communications.

[20]  Andrea J. Goldsmith,et al.  On the optimality of multiantenna broadcast scheduling using zero-forcing beamforming , 2006, IEEE Journal on Selected Areas in Communications.

[21]  Arogyaswami Paulraj,et al.  Opportunistic Interference Alignment for MIMO Interfering Multiple-Access Channels , 2013, IEEE Transactions on Wireless Communications.

[22]  Behrouz Khoshnevis Multiple-antenna Communications with Limited Channel State Information , 2011 .

[23]  Hon Tat Hui,et al.  Multi-Cell Random Beamforming: Achievable Rate and Degrees of Freedom Region , 2012, IEEE Transactions on Signal Processing.

[24]  Syed Ali Jafar,et al.  Degrees of Freedom of the K User M times N MIMO Interference Channel , 2008, IEEE Trans. Inf. Theory.

[25]  Bang Chul Jung,et al.  Network Coordinated Opportunistic Beamforming in Downlink Cellular Networks , 2012, IEICE Trans. Commun..

[26]  N. J. A. Sloane,et al.  Packing Lines, Planes, etc.: Packings in Grassmannian Spaces , 1996, Exp. Math..

[27]  Wan Choi,et al.  On the Achievable DoF and User Scaling Law of Opportunistic Interference Alignment in 3-Transmitter MIMO Interference Channels , 2013, IEEE Transactions on Wireless Communications.

[28]  Ross D. Murch,et al.  A transmit preprocessing technique for multiuser MIMO systems using a decomposition approach , 2004, IEEE Transactions on Wireless Communications.

[29]  Andrea J. Goldsmith,et al.  Multi-Antenna Downlink Channels with Limited Feedback and User Selection , 2007, IEEE Journal on Selected Areas in Communications.

[30]  Wei Xu,et al.  On Performance and Feedback Strategy of Secure Multiuser Communications With MMSE Channel Estimate , 2016, IEEE Transactions on Wireless Communications.

[31]  Bang Chul Jung,et al.  Can One Achieve Multiuser Diversity in Uplink Multi-Cell Networks? , 2012, IEEE Transactions on Communications.

[32]  Raymond Knopp,et al.  Information capacity and power control in single-cell multiuser communications , 1995, Proceedings IEEE International Conference on Communications ICC '95.

[33]  A. Paulraj,et al.  Opportunistic Scheduling for Multiantenna Cellular: Interference Limited Regime , 2007, 2007 Conference Record of the Forty-First Asilomar Conference on Signals, Systems and Computers.

[34]  Shlomo Shamai,et al.  Degrees of Freedom Region of the MIMO $X$ Channel , 2008, IEEE Transactions on Information Theory.

[35]  Zhi-Quan Luo,et al.  An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[36]  Wan Choi,et al.  Multiuser Diversity in Interfering Broadcast Channels: Achievable Degrees of Freedom and User Scaling Law , 2013, IEEE Transactions on Wireless Communications.

[37]  Robert W. Heath,et al.  Grassmannian beamforming for multiple-input multiple-output wireless systems , 2003, IEEE International Conference on Communications, 2003. ICC '03..

[38]  Bang Chul Jung,et al.  Opportunistic Interference Mitigation Achieves Optimal Degrees-of-Freedom in Wireless Multi-Cell Uplink Networks , 2012, IEEE Transactions on Communications.

[39]  Rudolf Mathar,et al.  Degrees of Freedom of the MIMO 3 -way channel , 2014, 2014 International Symposium on Information Theory and its Applications.

[40]  Changho Suh,et al.  Interference Alignment for Cellular Networks , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

[41]  Syed Ali Jafar,et al.  Degrees of Freedom of the K User M×N MIMO Interference Channel , 2008, ArXiv.

[42]  David Tse,et al.  Opportunistic beamforming using dumb antennas , 2002, IEEE Trans. Inf. Theory.

[43]  Alan J. Lee,et al.  Linear Regression Analysis: Seber/Linear , 2003 .