Full-Angle Digital Predistortion of 5G Millimeter-Wave Massive MIMO Transmitters

In this paper, a full-angle digital predistortion (DPD) technique is proposed to linearize fifth-generation (5G) millimeter-wave (mmWave) massive multiple-input-multiple-output (mMIMO) transmitters with low implementation complexity. It is achieved by compensating the differences of power amplifiers (PAs) in different transmitter chains first and then adopting a common digital block to linearize the whole subarray. Based on this operation, all the transmitter chains can be efficiently linearized simultaneously, providing the merits of full-angle linearization including the main beam and sidelobes. To validate the proposed idea, an mmWave full-digital beam-forming transmitter has been developed, which is operated at the center frequency of 24.75–28.5 GHz to meet the 5G candidate frequency bands. Experimental results show that the proposed method can effectively linearize the mmWave mMIMO transmitter in all directions, which provides a promising linearization solution for 5G mMIMO beam-forming systems.

[1]  F.M. Ghannouchi,et al.  Crossover Digital Predistorter for the Compensation of Crosstalk and Nonlinearity in MIMO Transmitters , 2009, IEEE Transactions on Microwave Theory and Techniques.

[2]  Jungsang Kim,et al.  Digital predistortion of wideband signals based on power amplifier model with memory , 2001 .

[3]  Fredrik Tufvesson,et al.  Digital Predistortion for Hybrid MIMO Transmitters , 2018, IEEE Journal of Selected Topics in Signal Processing.

[4]  Christian Fager,et al.  Digital Predistortion for Multi-Antenna Transmitters Affected by Antenna Crosstalk , 2018, IEEE Transactions on Microwave Theory and Techniques.

[5]  Peter Händel,et al.  Digital Predistortion for Joint Mitigation of I/Q Imbalance and MIMO Power Amplifier Distortion , 2017, IEEE Transactions on Microwave Theory and Techniques.

[6]  A. Zhu,et al.  Dynamic Deviation Reduction-Based Volterra Behavioral Modeling of RF Power Amplifiers , 2006, IEEE Transactions on Microwave Theory and Techniques.

[7]  Wei Hong,et al.  A Digital Multibeam Array With Wide Scanning Angle and Enhanced Beam Gain for Millimeter-Wave Massive MIMO Applications , 2018, IEEE Transactions on Antennas and Propagation.

[8]  G W Kant,et al.  EMBRACE: A Multi-Beam 20,000-Element Radio Astronomical Phased Array Antenna Demonstrator , 2011, IEEE Transactions on Antennas and Propagation.

[9]  A. Zhu Decomposed Vector Rotation-Based Behavioral Modeling for Digital Predistortion of RF Power Amplifiers , 2015, IEEE Transactions on Microwave Theory and Techniques.

[10]  Wei Hong,et al.  Digital Beamforming-Based Massive MIMO Transceiver for 5G Millimeter-Wave Communications , 2018, IEEE Transactions on Microwave Theory and Techniques.

[11]  Ming L. Wang,et al.  Taper Design of Vivaldi and Co-Planar Tapered Slot Antenna (TSA) by Chebyshev Transformer , 2012, IEEE Transactions on Antennas and Propagation.

[12]  Chao Yu,et al.  A Dual-Input Canonical Piecewise-Linear Function-Based Model for Digital Predistortion of Multi-Antenna Transmitters , 2018, 2018 IEEE/MTT-S International Microwave Symposium - IMS.

[13]  P. Handel,et al.  Behavioral Modeling and Linearization of Crosstalk and Memory Effects in RF MIMO Transmitters , 2014, IEEE Transactions on Microwave Theory and Techniques.

[14]  Theodore S. Rappaport,et al.  Millimeter-Wave Cellular Wireless Networks: Potentials and Challenges , 2014, Proceedings of the IEEE.

[15]  Long Chen,et al.  Beam-Oriented Digital Predistortion for 5G Massive MIMO Hybrid Beamforming Transmitters , 2018, IEEE Transactions on Microwave Theory and Techniques.

[16]  Anding Zhu,et al.  Preparing Linearity and Efficiency for 5G: Digital Predistortion for Dual-Band Doherty Power Amplifiers with Mixed-Mode Carrier Aggregation , 2017, IEEE Microwave Magazine.

[17]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[18]  Jaehyeong Kim,et al.  A Generalized Memory Polynomial Model for Digital Predistortion of RF Power Amplifiers , 2006, IEEE Transactions on Signal Processing.

[19]  Frederic Roger,et al.  A 200mW 100MHz-to-4GHz 11th-order complex analog memory polynomial predistorter for wireless infrastructure RF amplifiers , 2013, 2013 IEEE International Solid-State Circuits Conference Digest of Technical Papers.

[20]  Zhouyue Pi,et al.  An introduction to millimeter-wave mobile broadband systems , 2011, IEEE Communications Magazine.

[21]  F.M. Ghannouchi,et al.  Behavioral modeling and predistortion , 2009, IEEE Microwave Magazine.

[22]  Andreas F. Molisch,et al.  Hybrid Beamforming for Massive MIMO: A Survey , 2017, IEEE Communications Magazine.

[23]  Andreas Springer,et al.  A Comparative Analysis of Adaptive Digital Predistortion Algorithms for Multiple Antenna Transmitters , 2015, IEEE Transactions on Circuits and Systems I: Regular Papers.

[24]  Fadhel M. Ghannouchi,et al.  A High-Performance Complexity Reduced Behavioral Model and Digital Predistorter for MIMO Systems With Crosstalk , 2016, IEEE Transactions on Communications.

[25]  Shiwen He,et al.  Multibeam Antenna Technologies for 5G Wireless Communications , 2017, IEEE Transactions on Antennas and Propagation.

[26]  Peter M. Asbeck,et al.  15 GHz Doherty Power Amplifier With RF Predistortion Linearizer in CMOS SOI , 2018, IEEE Transactions on Microwave Theory and Techniques.

[27]  Sungho Choi,et al.  Digital Predistortion Based on Combined Feedback in MIMO Transmitters , 2012, IEEE Communications Letters.

[28]  Chao Yu,et al.  Digital predistortion of phased array transmitters with multi-channel time delay , 2018, 2018 IEEE Topical Conference on RF/Microwave Power Amplifiers for Radio and Wireless Applications (PAWR).