Active Transmitter Antenna Array Modeling for MIMO Applications
Licentiate thesis, 2020

The rapid growth of data traffic in mobile communications has attracted interests to the Multiple-Input-Multiple-Output (MIMO) communication systems at millimeter-wave (mmWave) frequencies.  MIMO systems exploit active transmitter antenna arrays for higher energy efficiency and providing beamforming flexibility. The close integration of multiple PAs and antennas increases the transmitter analysis complexity. Moreover, due to the small antenna element spacing at mm-wave frequencies, isolators are too bulky and cannot be used. Therefore, including the effects of interactions between the antenna array and PAs is a significant aspect in the analysis of MIMO transmitters. For large active arrays, applying joint circuit and EM simulation tools for the analysis is a complicated and time-consuming task. In these occasions, behavioral models are the key to the fast and accurate evaluation of active transmitter antenna arrays.

In this thesis, a technique for modeling the active transmitter antenna array performance is presented. The proposed model considers the effect of PAs nonlinearity as well as the coupling and mismatch in the antenna array. With this model, a comprehensive prediction of radiation pattern and signal distortions in the far-field is feasible. The model is experimentally verified by a mmWave active subarray antenna for a beam steering scenario and by performing over-the-air measurements. The measurement results effectively validate the modeling technique for a wide range of steering angles.  

Furthermore, a linearity analysis is provided to predict transmitter performance in conjunction with beam-dependent digital predistortion (DPD) linearization. The study reveals the model potential in evaluating different DPD approaches as well as predicting the performance of linearized transmitters. The demonstration shows that the variation of nonlinear distortion versus steering angle depends significantly on the array configuration and beam direction.

In summary, the proposed model allows for the prediction of the active transmitter antenna array performance in the early design stages with low computational effort. It can provide design guides for developing large-scale active arrays and can be employed for evaluating the DPD and transmitter linearity performance.

beam steering

Active antenna array

active impedance

hybrid beamforming transmitter

MIMO transmitter

far-field nonlinear distortion

millimeter wave


Opponent: Per Landin (Ericsson)


Parastoo Taghikhani

Chalmers, Microtechnology and Nanoscience (MC2), Microwave Electronics, Microwave Electronics

Hybrid Beamforming Transmitter Modeling for Millimeter-Wave MIMO Applications

Silicon-based Ka-band massive MIMO antenna systems for new telecommunication services (SILIKA)

European Commission (Horizon 2020), 2016-09-01 -- 2020-08-31.


Kollberg Laboratory

Subject Categories

Signal Processing

Other Electrical Engineering, Electronic Engineering, Information Engineering

Technical report MC2 - Department of Microtechnology and Nanoscience, Chalmers University of Technology: 431


Chalmers University of Technology


Opponent: Per Landin (Ericsson)

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Latest update

6/7/2020 9