Adaptive Modulation for Maximizing Practicable Sum Capacity in MU-MISO Downlink

This paper addresses adaptive modulation and power allocation for maximizing the practicable sum capacity (sum of the uncoded throughputs of the users) of a multiuser multiple-input single-output MU-MISO) system. Since the optimal solution, dirty paper encoding (DPC), is complicated to implement, we use the simpler linear precoding based on signal- to-leakage-plus-noise ratio (SLNR). For different choices of constellation sizes, the maximum practicable sum capacities and their corresponding optimal power allocations are obtained via individual non-convex optimization. The best constellation sizes for each user are then identified through a search for the highest maximized practicable sum capacity. Simulations demonstrate the significant performance improvement from this approach compared to existing power allocation schemes. Finally, a selection procedure between different constellation sets is presented to obtain the highest practicable sum capacity while maintaining the instantaneous BER of each user below a target value. This approach allows management of the trade-off between the capacity and error performances.

[1]  Kyeongcheol Yang,et al.  Adaptive Modulation and Coding Schemes Based on LDPC Codes with Irregular Modulation , 2010, IEEE Transactions on Communications.

[2]  P. Zhang,et al.  Improved block diagonalisation algorithm under asynchronous interference condition , 2012, IET Commun..

[3]  G.E. Oien,et al.  Adaptive coded modulation with receive antenna diversity and imperfect channel knowledge at receiver and transmitter , 2006, IEEE Transactions on Vehicular Technology.

[4]  Yong-Hwan Lee,et al.  Effect of transmit correlation on the sum-rate capacity of two-user broadcast channels , 2009, IEEE Transactions on Communications.

[5]  Rodney G. Vaughan,et al.  Practicable MIMO Capacity in Ideal Channels , 2006, 2006 IEEE 63rd Vehicular Technology Conference.

[6]  Wang Jing-Jing,et al.  Dynamic Power Allocation Based on SLNR Precoding for Multi-User MIMO Downlink , 2008, 2008 4th International Conference on Wireless Communications, Networking and Mobile Computing.

[7]  A. Goldsmith,et al.  Variable-rate variable-power MQAM for fading channels , 1996, Proceedings of Vehicular Technology Conference - VTC.

[8]  Ali H. Sayed,et al.  A Leakage-Based Precoding Scheme for Downlink Multi-User MIMO Channels , 2007, IEEE Transactions on Wireless Communications.

[9]  Andrea J. Goldsmith,et al.  Dirty-paper coding versus TDMA for MIMO Broadcast channels , 2005, IEEE Transactions on Information Theory.

[10]  Martin Haardt,et al.  Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels , 2004, IEEE Transactions on Signal Processing.

[11]  Tareq Y. Al-Naffouri,et al.  How much does transmit correlation affect the sum-rate scaling of MIMO gaussian broadcast channels? , 2009, IEEE Transactions on Communications.

[12]  Wei Fang,et al.  Power Allocation for Maximizing Sum Capacity of Multiuser MIMO Downlink with Transmit Precoding Based on SLNR , 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

[13]  Larry J. Greenstein,et al.  Data throughputs using multiple-input multiple-output (MIMO) techniques in a noise-limited cellular environment , 2002, IEEE Trans. Wirel. Commun..

[14]  Bhaskar D. Rao,et al.  An Analytically Tractable Approximation for the Gaussian Q-Function , 2008, IEEE Communications Letters.

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

[16]  S. Alireza Banani,et al.  Power Allocation for Practicable Capacity Maximization in Eigen-MIMO , 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

[17]  Christoph Meinel,et al.  Digital Communication , 2014, X.media.publishing.

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

[19]  S. Alireza Banani,et al.  Capacity maximisation in eigen-multiple-input multiple-output using adaptive modulation and Reed-Solomon coding , 2012, IET Commun..

[20]  Andrea J. Goldsmith,et al.  Adaptive coded modulation for fading channels , 1998, IEEE Trans. Commun..