146 citations · 151 across the 3 of their papers we have counts for
3 papers
eess.SP2020★ 1 cited
A General Architecture for Behavior Modeling of Nonlinear Power Amplifier using Deep Convolutional Neural Network
Xin Hu, Zhijun Liu, You Li +8
Nonlinearity of power amplifier is one of the major limitations to the achievable capacity in wireless transmission systems. Nonlinear impairments are determined by the nonlinear d…
eess.SP2020★ 4 cited
Convolutional Neural Network for Behavioral Modeling and Predistortion of Wideband Power Amplifiers
Xin Hu, Zhijun Liu, Xiaofei Yu +8
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 and…
cs.LG2020★ 146 cited
Deep Reinforcement Learning (DRL): Another Perspective for Unsupervised Wireless Localization
You Li, Xin Hu, Yuan Zhuang +3
Location is key to spatialize internet-of-things (IoT) data. However, it is challenging to use low-cost IoT devices for robust unsupervised localization (i.e., localization without…