Digital Predistortion for Multiuser Hybrid MIMO at mmWaves
Artikel i vetenskaplig tidskrift, 2020

Efficient mitigation of power amplifier (PA) nonlinear distortion in multi-user hybrid precoding based broadband mmWave systems is an open research problem. In this article, we carry out detailed signal and distortion modeling in broadband multi-user hybrid MIMO systems, with a bank of nonlinear PAs in each subarray, while also take the inevitable crosstalk between the antenna/PA branches into account. Building on the derived models, we adopt and describe an efficient closed-loop (CL) digital predistortion (DPD) solution that utilizes only a single-input DPD unit per transmit chain or subarray, despite crosstalk, providing thus substantial complexity-benefit compared to the state-of-the art multi-dimensional DPD solutions. We show that under spatially correlated multipath propagation, each single-input DPD unit can provide linearization towards every intended user, or more generally, towards all spatial directions where coherent propagation is taking place, and that the adopted CL DPD system is robust against crosstalk. Extensive numerical results building on practical measurement-based mmWave PA models are provided, demonstrating and verifying the excellent linearization performance of the overall DPD system in different evaluation scenarios.

out-of-band emissions

nonlinear distortion

large-array transmitters

millimeter wave communications

hybrid MIMO

multi-user MIMO

power amplifiers

Crosstalk

digital predistortion

Författare

Alberto Brihuega

Tampereen Yliopisto

Lauri Anttila

Tampereen Yliopisto

Mahmoud Abdelaziz

Zewail City of Science and Technology

Thomas Eriksson

Chalmers, Elektroteknik, Kommunikations- och antennsystem, Kommunikationssystem

F. Tufvesson

Lunds universitet

M. Valkama

Tampereen Yliopisto

IEEE Transactions on Signal Processing

1053-587X (ISSN)

Vol. 68 3603-3618 9097919

Ämneskategorier

Telekommunikation

Reglerteknik

Signalbehandling

DOI

10.1109/TSP.2020.2995972

Mer information

Senast uppdaterat

2020-09-04