Capacity of MIMO Systems With Mutual Coupling: Transmitter Optimization With Dual Power Constraints

This paper deals with the fundamental limit of capacity for MIMO wireless systems with antenna mutual coupling. Motivated by practical considerations, the capacity-achieving precoder is found by maximizing the capacity subject to two separate power constraints; namely, a constraint on the available power at the transmitter which is imposed on a per-amplifler basis, and a constraint on the allowable radiated power. These two separate constraints occur because MIMO antenna systems are usually unable to use a perfect conjugate multiport impedance match in practice and therefore MIMO systems with mutual coupling usually do not radiate all of the power input or available to them. Assuming that perfect channel state information is available to both the transmitter and receiver, we first derive sufficient conditions on the power constraints, in terms of the mutual coupling, under which the dual-constraint problem reduces to effectively a single-constraint problem. This greatly simplifies the optimization problem in some cases. For the more general case where both constraints are relevant, we present an efficient suboptimal algorithm by first relaxing the per-amplifier power constraint to a sum power constraint and then solving the dual-constraint problem based on dynamic water-filling and mode-dropping. Finally, we investigate the optimal precoder design at high signal to noise ratios, and provide stronger theoretical results in this regime. Numerical results are provided to demonstrate the effectiveness of our technique when dual power constraints are important to consider.

[1]  Charles R. Johnson,et al.  Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.

[2]  Josef A. Nossek,et al.  Toward a Circuit Theory of Communication , 2010, IEEE Transactions on Circuits and Systems I: Regular Papers.

[3]  Wei Yu,et al.  Transmitter Optimization for the Multi-Antenna Downlink With Per-Antenna Power Constraints , 2007, IEEE Transactions on Signal Processing.

[4]  I. Olkin,et al.  Inequalities: Theory of Majorization and Its Applications , 1980 .

[5]  Robert W. Brodersen,et al.  Degrees of freedom in multiple-antenna channels: a signal space approach , 2005, IEEE Transactions on Information Theory.

[6]  Matthew R. McKay,et al.  General capacity bounds for spatially correlated Rician MIMO channels , 2005, IEEE Transactions on Information Theory.

[7]  D. Pinchera,et al.  Improving Channel Capacity Using Adaptive MIMO Antennas , 2006, IEEE Transactions on Antennas and Propagation.

[8]  Mai H. Vu,et al.  MISO Capacity with Per-Antenna Power Constraint , 2010, IEEE Transactions on Communications.

[9]  M. Migliore,et al.  On Electromagnetics and Information Theory , 2008, IEEE Transactions on Antennas and Propagation.

[10]  J. H. Winters,et al.  Effect of fading correlation on adaptive arrays in digital mobile radio , 1994 .

[11]  Arogyaswami Paulraj,et al.  Optimal linear precoders for MIMO wireless correlated channels with nonzero mean in space-time coded systems , 2006, IEEE Transactions on Signal Processing.

[12]  John M. Cioffi,et al.  Joint Tx-Rx beamforming design for multicarrier MIMO channels: a unified framework for convex optimization , 2003, IEEE Trans. Signal Process..

[13]  Arthur D. Yaghjian,et al.  Electrically small supergain end‐fire arrays , 2007, 0708.1988.

[14]  Matthew R. McKay,et al.  Adaptive MIMO Transmission for Exploiting the Capacity of Spatially Correlated Channels , 2007, IEEE Transactions on Vehicular Technology.

[15]  K.F. Warnick,et al.  Optimal Noise Matching for Mutually Coupled Arrays , 2007, IEEE Transactions on Antennas and Propagation.

[16]  Massimo Franceschetti,et al.  The Capacity of Wireless Networks: Information-Theoretic and Physical Limits , 2009, IEEE Transactions on Information Theory.

[17]  Emre Telatar,et al.  Capacity of Multi-antenna Gaussian Channels , 1999, Eur. Trans. Telecommun..

[18]  F. K. Gruber,et al.  New Aspects of Electromagnetic Information Theory for Wireless and Antenna Systems , 2008, IEEE Transactions on Antennas and Propagation.

[19]  B. Rimoldi,et al.  Impact of correlation and coupling on the capacity of MIMO systems , 2003, Proceedings of the 3rd IEEE International Symposium on Signal Processing and Information Technology (IEEE Cat. No.03EX795).

[20]  Andrea J. Goldsmith,et al.  Transmitter optimization and optimality of beamforming for multiple antenna systems , 2004, IEEE Transactions on Wireless Communications.

[21]  Luc Vandendorpe,et al.  Mutual coupling effects on the channel capacity and the space-time processing of MIMO communication systems , 2003, IEEE International Conference on Communications, 2003. ICC '03..

[22]  Xin Li,et al.  Mutual coupling effects on the performance of MIMO wireless channels , 2004, IEEE Antennas and Wireless Propagation Letters.

[23]  Xin Li,et al.  Mutual coupling effects on the performance of MIMO wireless channels , 2004 .

[24]  X. Li,et al.  Correction to “ Mutual Coupling Effects on the Performance of MIMO Wireless Channels” , 2005 .

[25]  M. J. Gans,et al.  On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas , 1998, Wirel. Pers. Commun..

[26]  M.A. Jensen,et al.  Superdirectivity in MIMO systems , 2005, IEEE Transactions on Antennas and Propagation.

[27]  Buon Kiong Lau,et al.  Antenna Matching for Capacity Maximization in Compact MIMO Systems , 2006, 2006 3rd International Symposium on Wireless Communication Systems.

[28]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[29]  Buon Kiong Lau,et al.  Impact of Matching Network on Bandwidth of Compact Antenna Arrays , 2006, IEEE Transactions on Antennas and Propagation.

[30]  R. Bansal,et al.  Antenna theory; analysis and design , 1984, Proceedings of the IEEE.

[31]  Preben E. Mogensen,et al.  A stochastic MIMO radio channel model with experimental validation , 2002, IEEE J. Sel. Areas Commun..

[32]  Buon Kiong Lau,et al.  Optimal Single-Port Matching Impedance for Capacity Maximization in Compact MIMO Arrays , 2008, IEEE Transactions on Antennas and Propagation.

[33]  Ingram Olkin,et al.  Inequalities: Theory of Majorization and Its Application , 1979 .

[34]  Michael A. Jensen,et al.  Mutual coupling in MIMO wireless systems: a rigorous network theory analysis , 2004, IEEE Transactions on Wireless Communications.