Limited Feedback Hybrid Precoding for Multi-User Millimeter Wave Systems
Ahmed Alkhateeb, Geert Leus, and Robert W. Heath, Jr.
IEEE Transactions on Wireless Communications, vol.14, no.11, pp.6481-6494, Nov. 2015.
Antenna arrays will be an important ingredient in millimeter wave (mmWave) cellular systems. A natural application of antenna arrays is simultaneous transmission to multiple users. Unfortunately, the hardware constraints in
mmWave systems make it difficult to apply conventional lower frequency multiuser MIMO precoding techniques at mmWave. This paper develops low
complexity hybrid analog/digital precoding for downlink multiuser mmWave systems. Hybrid precoding involves a combination of analog and digital
processing that is inspired by the power consumption of complete radio frequency and mixed signal hardware. The proposed algorithm configures hybrid
precoders at the transmitter and analog combiners at multiple receivers with a small training and feedback overhead. The performance of the proposed algorithm
is analyzed in the large dimensional regime and in single path channels. When the analog and digital precoding vectors are selected from quantized codebooks,
the rate loss due to the joint quantization is characterized and insights are given into the performance of hybrid precoding compared with analog-only
beamforming solutions. Analytical and simulation results show that the proposed techniques offer higher sum rates compared with analog-only beamforming
solutions, and approach the performance of the unconstrained digital beamforming with relatively small codebooks.
The paper is available on IEEE
Some codes are available here