Augmented real-valued time-delay neural network for compensation of distortions and impairments in wireless transmitters

D Wang, M Aziz, M Helaoui… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
A digital predistorter, modeled by an augmented real-valued time-delay neural network
(ARVTDNN), has been proposed and found suitable to mitigate the nonlinear distortions of …

Multi-stream spatial digital predistortion for fully-connected hybrid beamforming massive MIMO transmitters

X Liu, W Chen, J Chu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this paper, a novel multi-stream spatial digital predistortion (DPD) technique is proposed
to model and linearize the fully-connected (FC) hybrid beamforming (HBF) transmitters. The …

A joint PAPR reduction and digital predistortion based on real-valued neural networks for OFDM systems

Z Liu, X Hu, W Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The peak-to-average power ratio (PAPR) reduction and linearization techniques are both
effective methods to improve the efficiency of the transmitter in digital video broadcasting …

Digitally linearized radio-over fiber transmitter architecture for cloud radio access network's downlink

M Noweir, Q Zhou, A Kwan, R Valivarthi… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
We propose a digitally linearized radio-over fiber (RoF) downlink transmitter architecture for
cloud radio access networks (C-RANs), and we demonstrate its proof of principle in the near …

A general digital predistortion architecture using constrained feedback bandwidth for wideband power amplifiers

Y Liu, W Pan, S Shao, Y Tang - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Digital predistortion (DPD) is one of the most effective techniques to mitigate the distortions
caused by power amplifier (PA) nonlinearity and memory effects. As the input signal …

Low feedback sampling rate digital predistortion for wideband wireless transmitters

Z Wang, W Chen, G Su, FM Ghannouchi… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
A novel digital predistortion (DPD) with an ultralow feedback sampling rate is proposed for
wideband wireless communications. Analytical groundwork is carried out to support the …

Power scalable beam-oriented digital predistortion for compact hybrid massive MIMO transmitters

X Liu, W Chen, L Chen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article proposes a power scalable beam-oriented digital predistortion (PSBO-DPD)
architecture suitable for linearizing PAs in compact hybrid massive multiple-input multiple …

Low-feedback sampling rate digital predistortion using deep neural network for wideband wireless transmitters

X Hu, Z Liu, W Wang, M Helaoui… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, a low-feedback-sampling-rate digital predistortion (DPD) method is proposed
for wideband wireless transmitters and radio-frequency power amplifiers (PAs). This DPD …

1-bit observation for direct-learning-based digital predistortion of RF power amplifiers

H Wang, G Li, C Zhou, W Tao, F Liu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, we propose a low-cost data-acquisition approach for model extraction of digital
predistortion (DPD) of RF power amplifiers. The proposed approach utilizes only 1-bit …

Reduced Complexity Sequential Digital Predistortion Technique for 5G Applications

M Abdelnaby, R Alnajjar, S Bensmida, O Hammi - Smart Cities, 2024 - mdpi.com
Wireless communication infrastructure is a key enabling technology for smart cities. This
paper investigates a novel technique to enhance the performance of 5G base stations by …