Convolutional neural network for behavioral modeling and predistortion of wideband power amplifiers

X Hu, Z Liu, X Yu, Y Zhao, W Chen, B Hu… - … on Neural Networks …, 2021 - ieeexplore.ieee.org
Power amplifier (PA) models, such as the neural network (NN) models and the multilayer NN
models, have problems with high complexity. In this article, we first propose a novel behavior …

Convolutional Neural Network for Behavioral Modeling and Predistortion of Wideband Power Amplifiers

X Hu, Z Liu, X Yu, Y Zhao, W Chen, B Hu, X Du… - arXiv e …, 2020 - ui.adsabs.harvard.edu
In this paper, we propose a novel behavior model for wideband PAs using a real-valued
time-delay convolutional neural network (RVTDCNN). The input data of the model are sorted …

[PDF][PDF] Convolutional Neural Network for Behavioral Modeling and Predistortion of Wideband Power Amplifiers

X Hu, Z Liu, X Yu, Y Zhao, W Chen, W Wang… - researchgate.net
Power amplifier (PA) models, such as the neural network (NN) models and the multilayer NN
models, have the problems of high complexity. In this paper, we firstly propose a novel …

Convolutional Neural Network for Behavioral Modeling and Predistortion of Wideband Power Amplifiers.

X Hu, Z Liu, X Yu, Y Zhao, W Chen, B Hu… - IEEE Transactions on …, 2022 - europepmc.org
Power amplifier (PA) models, such as the neural network (NN) models and the multilayer NN
models, have problems with high complexity. In this article, we first propose a novel behavior …

Convolutional Neural Network for Behavioral Modeling and Predistortion of Wideband Power Amplifiers

X Hu, Z Liu, X Yu, Y Zhao, W Chen… - … on neural networks …, 2022 - pubmed.ncbi.nlm.nih.gov
Power amplifier (PA) models, such as the neural network (NN) models and the multilayer NN
models, have problems with high complexity. In this article, we first propose a novel behavior …

Convolutional Neural Network for Behavioral Modeling and Predistortion of Wideband Power Amplifiers

X Hu, Z Liu, X Yu, Y Zhao, W Chen, B Hu, X Du… - arXiv preprint arXiv …, 2020 - arxiv.org
In this paper, we propose a novel behavior model for wideband PAs using a real-valued
time-delay convolutional neural network (RVTDCNN). The input data of the model are sorted …