Weighted Sum-Rate Maximization for Full-Duplex MIMO Interference Channels

We consider a K link multiple-input multiple-output (MIMO) interference channel, where each link consists of two full-duplex (FD) nodes exchanging information simultaneously in a bi-directional communication fashion. The nodes in each pair suffer from self-interference due to operating in FD mode, and inter-user interference from other links due to simultaneous transmission at each link. We consider the transmit and receive filter design for weighted sum-rate (WSR) maximization problem subject to sum-power constraint of the system or individual power constraints at each node of the system. Based on the relationship between WSR and weighted minimum-mean-squared-error (WMMSE) problems for FD MIMO interference channels, we propose a low complexity alternating algorithm which converges to a local WSR optimum point. Moreover, we show that the proposed algorithm is not only applicable to FD MIMO interference channels, but also applicable to FD cellular systems in which a base station (BS) operating in FD mode serves multiple uplink (UL) and downlink (DL) users operating in half-duplex (HD) mode, simultaneously. It is shown in simulations that the sum-rate achieved by FD mode is higher than the sum-rate achieved by baseline HD schemes.

[1]  Sachin Katti,et al.  Picasso: flexible RF and spectrum slicing , 2012, SIGCOMM '12.

[2]  Kyoung-Jae Lee,et al.  Linear precoder designs for K-user interference channels , 2010, IEEE Transactions on Wireless Communications.

[3]  Meixia Tao,et al.  MSE-Based Transceiver Designs for the MIMO Interference Channel , 2010, IEEE Transactions on Wireless Communications.

[4]  Dinan Gunawardena,et al.  Efficient and fair MAC for wireless networks with self-interference cancellation , 2011, 2011 International Symposium of Modeling and Optimization of Mobile, Ad Hoc, and Wireless Networks.

[5]  Yingbo Hua An overview of beamforming and power allocation for MIMO relays , 2010, 2010 - MILCOM 2010 MILITARY COMMUNICATIONS CONFERENCE.

[6]  Georgios B. Giannakis,et al.  Optimal resource allocation for MIMO ad hoc cognitive radio networks , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

[7]  Xi Zhang,et al.  Imperfect full duplex spectrum sensing in cognitive radio networks , 2011, CoRoNet '11.

[8]  Dirk T. M. Slock,et al.  On the MIMO interference channel , 2010, 2010 Information Theory and Applications Workshop (ITA).

[9]  John M. Cioffi,et al.  Weighted sum-rate maximization using weighted MMSE for MIMO-BC beamforming design , 2008, IEEE Trans. Wirel. Commun..

[10]  Yue Rong,et al.  Achievable Rates of Full-Duplex MIMO Radios in Fast Fading Channels With Imperfect Channel Estimation , 2014, IEEE Transactions on Signal Processing.

[11]  Iain B. Collings,et al.  Transmitter Noise Effect on the Performance of a MIMO-OFDM Hardware Implementation Achieving Improved Coverage , 2008, IEEE Journal on Selected Areas in Communications.

[12]  Arogyaswami Paulraj,et al.  Distributed Sum-Rate Optimization for Full-Duplex MIMO System Under Limited Dynamic Range , 2013, IEEE Signal Processing Letters.

[13]  Philip Schniter,et al.  Full-duplex bidirectional MIMO: Achievable rates under limited dynamic range , 2011, 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

[14]  Kaare Brandt Petersen,et al.  The Matrix Cookbook , 2006 .

[15]  Philip Levis,et al.  Achieving single channel, full duplex wireless communication , 2010, MobiCom.

[16]  Mingxin Zhou,et al.  Transmit-Receive Antenna Pair Selection in Full Duplex Systems , 2014, IEEE Wireless Communications Letters.

[17]  Rui Wang,et al.  Weighted-Sum-Rate maximization for bi-directional full-duplex MIMO systems , 2013, 2013 Asilomar Conference on Signals, Systems and Computers.

[18]  Marwan Krunz,et al.  Exploiting self-interference suppression for improved spectrum awareness/efficiency in cognitive radio systems , 2013, 2013 Proceedings IEEE INFOCOM.

[19]  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).

[20]  Matthew C. Bromberg Optimizing MIMO multipoint wireless networks assuming Gaussian other-user interference , 2003, IEEE Trans. Inf. Theory.

[21]  Yiming Ma,et al.  A Method for Broadband Full-Duplex MIMO Radio , 2012, IEEE Signal Processing Letters.

[22]  David Gesbert,et al.  Distributed Beamforming Coordination in Multicell MIMO Channels , 2009, VTC Spring 2009 - IEEE 69th Vehicular Technology Conference.

[23]  Tho Le-Ngoc,et al.  Sum-rate performance and impact of self-interference cancellation on full-duplex wireless systems , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[24]  Mats Viberg,et al.  Self-interference suppression in full-duplex MIMO relays , 2010, 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers.

[25]  Sungsoo Park,et al.  Effects of Channel Estimation Error on Full-Duplex Two-Way Networks , 2013, IEEE Transactions on Vehicular Technology.

[26]  Vincent K. N. Lau,et al.  Linear transceiver design for full-duplex multi-user MIMO system , 2014, 2014 IEEE International Conference on Communications (ICC).

[27]  Matti Latva-aho,et al.  Precoding for Full Duplex Multiuser MIMO Systems: Spectral and Energy Efficiency Maximization , 2013, IEEE Transactions on Signal Processing.

[28]  Kien T. Truong,et al.  Joint Transmit Precoding for the Relay Interference Broadcast Channel , 2012, IEEE Transactions on Vehicular Technology.

[29]  Eduard A. Jorswieck,et al.  Optimal Beamforming in Interference Networks with Perfect Local Channel Information , 2010, IEEE Transactions on Signal Processing.

[30]  Tho Le-Ngoc,et al.  Sequential Convex Programming for Full-Duplex Single-User MIMO systems , 2014, 2014 IEEE International Conference on Communications (ICC).

[31]  Ashutosh Sabharwal,et al.  Experiment-Driven Characterization of Full-Duplex Wireless Systems , 2011, IEEE Transactions on Wireless Communications.

[32]  Hyuncheol Park,et al.  A Spatial-Domain Joint-Nulling Method of Self-Interference in Full-Duplex Relays , 2012, IEEE Communications Letters.

[33]  Hyungsik Ju,et al.  Catching resource-devouring worms in next-generation wireless relay systems: Two-way relay and full-duplex relay , 2009, IEEE Communications Magazine.

[34]  Taneli Riihonen,et al.  SINR optimization in wideband full-duplex MIMO relays under limited dynamic range , 2014, 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM).

[35]  Matti Latva-aho,et al.  On the Spectral Efficiency of Full-Duplex Small Cell Wireless Systems , 2014, IEEE Transactions on Wireless Communications.

[36]  Yue Rong,et al.  MSE based transceiver designs for bi-directional full-duplex MIMO systems , 2014, 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[37]  Xi Zhang,et al.  Optimal dynamic power control for full-duplex bidirectional-channel based wireless networks , 2013, 2013 Proceedings IEEE INFOCOM.

[38]  Sachin Katti,et al.  Full Duplex MIMO Radios , 2014, NSDI.

[39]  Andrea J. Goldsmith,et al.  Capacity and power allocation for fading MIMO channels with channel estimation error , 2006, IEEE Trans. Inf. Theory.

[40]  Matti Latva-aho,et al.  Joint Subcarrier and Power Allocation for Sum-Rate Maximization in OFDMA Full-Duplex Systems , 2015, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring).

[41]  Marwan Krunz,et al.  Power-efficient spatial multiplexing for multiantenna MANETs , 2012, 2012 IEEE International Conference on Communications (ICC).

[42]  D. W. Bliss,et al.  Simultaneous Transmission and Reception for Improved Wireless Network Performance , 2007, 2007 IEEE/SP 14th Workshop on Statistical Signal Processing.

[43]  Josef A. Nossek,et al.  Transmit Wiener filter for the downlink of TDDDS-CDMA systems , 2002, IEEE Seventh International Symposium on Spread Spectrum Techniques and Applications,.

[44]  Xiang Dong,et al.  Cooperative power scheduling for a network of MIMO links , 2010, IEEE Transactions on Wireless Communications.

[45]  Yifan Li,et al.  Radio self-interference cancellation by transmit beamforming, all-analog cancellation and blind digital tuning , 2015, Signal Process..

[46]  Yiming Ma,et al.  Breaking the Barrier of Transmission Noise in Full-Duplex Radio , 2013, MILCOM 2013 - 2013 IEEE Military Communications Conference.

[47]  Tho Le-Ngoc,et al.  Self-interference pricing for Full-Duplex MIMO systems , 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

[48]  Babak Hassibi,et al.  How much training is needed in multiple-antenna wireless links? , 2003, IEEE Trans. Inf. Theory.

[49]  David Gesbert,et al.  Balancing Egoism and Altruism on Interference Channel: The MIMO Case , 2010, 2010 IEEE International Conference on Communications.

[50]  Jorma Lilleberg,et al.  On Rate Region Analysis Of Half- and Full-Duplex OFDM Communication Links , 2014, IEEE Journal on Selected Areas in Communications.

[51]  Taneli Riihonen,et al.  Asymptotic analysis of full-duplex bidirectional MIMO link with transmitter noise , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[52]  Won Namgoong,et al.  Modeling and analysis of nonlinearities and mismatches in AC-coupled direct-conversion receiver , 2005, IEEE Transactions on Wireless Communications.

[53]  M. E. Knox,et al.  Single antenna full duplex communications using a common carrier , 2012, WAMICON 2012 IEEE Wireless & Microwave Technology Conference.

[54]  Wei-Ho Chung,et al.  An Iterative Minmax Per-Stream MSE Transceiver Design for MIMO Interference Channel , 2012, IEEE Wireless Communications Letters.

[55]  Jaekyun Moon,et al.  Weighted-Sum-Rate-Maximizing Linear Transceiver Filters for the K-User MIMO Interference Channel , 2011, IEEE Transactions on Communications.

[56]  Taneli Riihonen,et al.  Mitigation of Loopback Self-Interference in Full-Duplex MIMO Relays , 2011, IEEE Transactions on Signal Processing.

[57]  Martin Haardt,et al.  Robust Transmit Beamforming Design for Full-Duplex Point-to-Point MIMO Systems , 2013, ISWCS.

[58]  Philip Levis,et al.  Practical, real-time, full duplex wireless , 2011, MobiCom.

[59]  Eric A. M. Klumperink,et al.  Analog/RF Solutions Enabling Compact Full-Duplex Radios , 2014, IEEE Journal on Selected Areas in Communications.

[60]  Martin Haardt,et al.  Transmit Strategies for Full-Duplex Point-to-Point Systems with Residual Self-Interference , 2013, WSA.

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

[62]  Pei Liu,et al.  Improving small cell capacity with common-carrier full duplex radios , 2014, 2014 IEEE International Conference on Communications (ICC).