Multiuser Massive MIMO Performance With Calibration Errors

Massive multiple-input multiple-output (MIMO) in time-division duplexing (TDD) systems relies on the channel reciprocity to obtain the downlink (DL) channel state information (CSI) with the uplink (UL) CSI. But in practice, the transmit branch is composed of different radio frequency (RF) circuits from the receive branch, which breaks the end-to-end DL/UL channel reciprocity. Antenna array calibration is thus necessary to restore this reciprocity. However, in the context of massive MIMO, most existing results are obtained assuming ideal calibration. In this paper, we first analyze the signal-to-interference-plus-noise ratio (SINR) performance and the system capacity in the case of nonideal antenna array calibration and spatial correlation among transmit antennas. Then, we derive the calibration requirements for different beamforming schemes to limit the performance degradation within ℓdB. Furthermore, we verify the accuracy of our analytical results with extensive numerical simulations. This work can be utilized to guide the designs of TDD massive MIMO communication systems.

[1]  Antonia Maria Tulino,et al.  Random Matrix Theory and Wireless Communications , 2004, Found. Trends Commun. Inf. Theory.

[2]  Chen Zhang,et al.  Performance analysis of antenna array calibration and its impact on beamforming: A survey , 2010, 2010 5th International ICST Conference on Communications and Networking in China.

[3]  Raymond Knopp,et al.  Relative channel reciprocity calibration in MIMO/TDD systems , 2010, 2010 Future Network & Mobile Summit.

[4]  Giuseppe Caire,et al.  Scalable Synchronization and Reciprocity Calibration for Distributed Multiuser MIMO , 2013, IEEE Transactions on Wireless Communications.

[5]  Jiaheng Wang,et al.  Is Transmit Beamforming Robust? , 2011, 2011 IEEE International Conference on Communications (ICC).

[6]  Kentaro Nishimori,et al.  Automatic calibration method using transmitting signals of an adaptive array for TDD systems , 2001, IEEE Trans. Veh. Technol..

[7]  Jing Shi,et al.  An efficient method for enhancing TDD over the air reciprocity calibration , 2011, 2011 IEEE Wireless Communications and Networking Conference.

[8]  Antti Tölli,et al.  Closed-form analysis of channel non-reciprocity due to transceiver and antenna coupling mismatches in multi-user massive MIMO network , 2014, 2014 IEEE Globecom Workshops (GC Wkshps).

[9]  Thomas L. Marzetta,et al.  Performance of Conjugate and Zero-Forcing Beamforming in Large-Scale Antenna Systems , 2013, IEEE Journal on Selected Areas in Communications.

[10]  Fredrik Tufvesson,et al.  A flexible 100-antenna testbed for Massive MIMO , 2014, 2014 IEEE Globecom Workshops (GC Wkshps).

[11]  Geoffrey Ye Li,et al.  An Overview of Massive MIMO: Benefits and Challenges , 2014, IEEE Journal of Selected Topics in Signal Processing.

[12]  Sailes K. Sengijpta Fundamentals of Statistical Signal Processing: Estimation Theory , 1995 .

[13]  Mikko Valkama,et al.  Efficient Estimation and Compensation of Transceiver Non-Reciprocity in Precoded TDD Multi-User MIMO-OFDM Systems , 2014, 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall).

[14]  Mérouane Debbah,et al.  Massive MIMO in the UL/DL of Cellular Networks: How Many Antennas Do We Need? , 2013, IEEE Journal on Selected Areas in Communications.

[15]  Takefumi Hiraguri,et al.  Effectiveness of implicit beamforming using calibration technique in massive MIMO system , 2014, 2014 IEEE International Workshop on Electromagnetics (iWEM).

[16]  Mérouane Debbah,et al.  Large System Analysis of Linear Precoding in Correlated MISO Broadcast Channels Under Limited Feedback , 2009, IEEE Transactions on Information Theory.

[17]  Dirk Wübben,et al.  Multi-User Pre-Processing in Multi-Antenna OFDM TDD Systems with Non-Reciprocal Transceivers , 2013, IEEE Transactions on Communications.

[18]  Thomas L. Marzetta,et al.  Argos: practical many-antenna base stations , 2012, Mobicom '12.

[19]  Fredrik Tufvesson,et al.  Reciprocity calibration methods for massive MIMO based on antenna coupling , 2014, 2014 IEEE Global Communications Conference.

[20]  Erik G. Larsson,et al.  Massive MIMO for next generation wireless systems , 2013, IEEE Communications Magazine.

[21]  Xiliang Luo How Accurate Calibration Is Needed in Massive MIMO? , 2015, 2015 IEEE Globecom Workshops (GC Wkshps).

[22]  Gustavo Fraidenraich,et al.  On the Exact and Approximate Eigenvalue Distribution for Sum of Wishart Matrices , 2015, IEEE Transactions on Vehicular Technology.

[23]  Helmut Bölcskei,et al.  On the capacity of OFDM-based spatial multiplexing systems , 2002, IEEE Trans. Commun..

[24]  G.S. Smith,et al.  A direct derivation of a single-antenna reciprocity relation for the time domain , 2004, IEEE Transactions on Antennas and Propagation.

[25]  Risto Wichman,et al.  Analysis of Channel Non-Reciprocity Due to Transceiver and Antenna Coupling Mismatches in TDD Precoded Multi-User MIMO-OFDM Downlink , 2014, 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall).

[26]  Erik G. Larsson,et al.  Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays , 2012, IEEE Signal Process. Mag..

[27]  Moe Z. Win,et al.  On the capacity of spatially correlated MIMO Rayleigh-fading channels , 2003, IEEE Trans. Inf. Theory.