Advanced Limited Feedback Designs for FD-MIMO Using Uniform Planar Arrays

Massive multiple-input multiple-output (MIMO) with uniform planar arrays (UPAs), which is often referred to as full-dimension (FD) MIMO, is being strongly considered for future wireless communication standards. FD-MIMO can control transmit and receive beams in both the horizontal and vertical domains and fully exploit the large number of antennas of massive MIMO. It is widely accepted that Kronecker-product codebooks using a discrete Fourier transform (DFT) structure are suitable to quantize the downlink channel at the user for FD-MIMO systems relying on frequency division duplexing (FDD). In this paper, we numerically study the characteristics of FD-MIMO channels using a three-dimensional (3D) channel model that captures realistic channel properties. Based on the study, we identify a limitation of conventional Kronecker-product codebooks and propose advanced channel quantization techniques that can further improve channel quantization quality.

[1]  Boon Loong Ng,et al.  Full-dimension MIMO (FD-MIMO) for next generation cellular technology , 2013, IEEE Communications Magazine.

[2]  Bruno Clerckx,et al.  A New Design of Polar-Cap Differential Codebook for Temporally/Spatially Correlated MISO Channels , 2012, IEEE Transactions on Wireless Communications.

[3]  M. Honig,et al.  Asymptotic performance of MIMO wireless channels with limited feedback , 2003, IEEE Military Communications Conference, 2003. MILCOM 2003..

[4]  Elza Erkip,et al.  On beamforming with finite rate feedback in multiple-antenna systems , 2003, IEEE Trans. Inf. Theory.

[5]  Limin Xiao,et al.  Codebook Design for Uniform Rectangular Arrays of Massive Antennas , 2013, 2013 IEEE 77th Vehicular Technology Conference (VTC Spring).

[6]  Thomas L. Marzetta,et al.  Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas , 2010, IEEE Transactions on Wireless Communications.

[7]  Bruno Clerckx,et al.  MIMO Systems with Limited Rate Differential Feedback in Slowly Varying Channels , 2011, IEEE Transactions on Communications.

[8]  David James Love,et al.  Design Guidelines for Limited Feedback in the Spatially Correlated Broadcast Channel , 2015, IEEE Transactions on Communications.

[9]  David James Love,et al.  Noncoherent Trellis Coded Quantization: A Practical Limited Feedback Technique for Massive MIMO Systems , 2013, IEEE Transactions on Communications.

[10]  Dawei Ying,et al.  Kronecker product correlation model and limited feedback codebook design in a 3D channel model , 2014, 2014 IEEE International Conference on Communications (ICC).

[11]  David James Love,et al.  Limited feedback design for the spatially correlated multi-antenna broadcast channel , 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

[12]  G.B. Giannakis,et al.  Design and analysis of transmit-beamforming based on limited-rate feedback , 2004, IEEE 60th Vehicular Technology Conference, 2004. VTC2004-Fall. 2004.

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

[14]  Robert W. Heath,et al.  Progressive Refinement of Beamforming Vectors for High-Resolution Limited Feedback , 2009, EURASIP J. Adv. Signal Process..

[15]  David James Love,et al.  Antenna Grouping Based Feedback Compression for FDD-Based Massive MIMO Systems , 2014, IEEE Transactions on Communications.

[16]  David James Love,et al.  Antenna grouping based feedback reduction for FDD-based massive MIMO systems , 2014, 2014 IEEE International Conference on Communications (ICC).

[17]  Jeffrey G. Andrews,et al.  Limited Feedback Beamforming Over Temporally-Correlated Channels , 2009, IEEE Transactions on Signal Processing.

[18]  Robert W. Heath,et al.  Grassmannian beamforming for multiple-input multiple-output wireless systems , 2003, IEEE Trans. Inf. Theory.

[19]  Bhaskar D. Rao,et al.  Transmit beamforming in multiple-antenna systems with finite rate feedback: a VQ-based approach , 2006, IEEE Transactions on Information Theory.

[20]  Robert W. Heath,et al.  Limited feedback diversity techniques for correlated channels , 2006, IEEE Transactions on Vehicular Technology.