Performance improvement of multi-user MIMO system in the presence of nonlinear distortion

Abstract In the presence of nonlinear distortion, the performance degradation of multiuser multiple-input multiple-output (MU-MIMO) systems becomes significant. The performance loss comes not only from the in-band nonlinear distortion, but also from the imperfect cancellation of multiuser interference (MUI) due to the nonlinear distortion. In this regard, we analyze characteristics of nonlinear distortion in an MU-MIMO system. Numerical results show that even tiny nonlinear distortion severely degrades the performance of MU-MIMO system. A nonlinear minimum mean square error (NMMSE) detection algorithm is proposed to improve the system performance. The proposed detection algorithm improves the system performance at low additional cost.

[1]  Sonia Aïssa,et al.  On the Power Amplifier Nonlinearity in MIMO Transmit Beamforming Systems , 2012, IEEE Transactions on Communications.

[2]  H. Rowe Memoryless nonlinearities with Gaussian inputs: Elementary results , 1982, The Bell System Technical Journal.

[3]  Yang Yang,et al.  On the benefit of DMT modulation in nonlinear VLC systems. , 2015, Optics express.

[4]  Abdolali Abdipour,et al.  Analytical Modeling of MIMO-OFDM System in the Presence of Nonlinear Power Amplifier with Memory , 2013, IEEE Transactions on Communications.

[5]  Martin Haardt,et al.  An introduction to the multi-user MIMO downlink , 2004, IEEE Communications Magazine.

[6]  Dusan Kocur,et al.  Receiver technique for iterative estimation and cancellation of nonlinear distortion in MIMO SFBC-OFDM systems , 2010, IEEE Transactions on Consumer Electronics.

[7]  Vivek Ashok Bohara,et al.  A Nonlinear Downlink Multiuser MIMO-OFDM Systems , 2017, IEEE Wireless Communications Letters.

[8]  Dov Wulich,et al.  MIMO–OFDM With Nonlinear Power Amplifiers , 2015, IEEE Transactions on Communications.

[9]  Mahesh K. Varanasi,et al.  On the Limitation of Linear MMSE Detection , 2006, IEEE Transactions on Information Theory.

[10]  Raviv Raich,et al.  Optimization of SNDR for amplitude-limited nonlinearities , 2005, IEEE Transactions on Communications.

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

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

[13]  Stefan Werner,et al.  Receiver Cancellation Technique for Nonlinear Power Amplifier Distortion in SDMA–OFDM Systems , 2007, IEEE Transactions on Vehicular Technology.

[14]  Davide Dardari,et al.  A theoretical characterization of nonlinear distortion effects in OFDM systems , 2000, IEEE Trans. Commun..

[15]  Biljana Badic,et al.  On the Equivalence of MMSE and IRC Receiver in MU-MIMO Systems , 2011, IEEE Communications Letters.

[16]  Vivek Ashok Bohara,et al.  Analytical performance of orthogonal frequency division multiplexing systems impaired by a non-linear high-power amplifier with memory , 2009, IET Commun..