Zhangmeng Liu

Direction-of-Arrival Estimation Based on Deep Neural Networks With Robustness to Array Imperfections

Zhangmeng Liu, Chenwei Zhang, Philip S. Yu · IEEE Transactions on Antennas and Propagation · 2018 · 516 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

An Efficient Maximum Likelihood Method for Direction-of-Arrival Estimation via Sparse Bayesian Learning

Zhangmeng Liu, Zhitao Huang, Yiyu Zhou · IEEE Transactions on Wireless Communications · 2012 · 261 citations

Engineering, Machine Learning, Location Estimation +19

Deep Convolution Network for Direction of Arrival Estimation With Sparse Prior

Liuli Wu, Zhangmeng Liu, Zhitao Huang · IEEE Signal Processing Letters · 2019 · 215 citations

Convolutional Neural Network, Deep Convolution Network, Engineering +16

A Unified Framework and Sparse Bayesian Perspective for Direction-of-Arrival Estimation in the Presence of Array Imperfections

Zhangmeng Liu, Yiyu Zhou · IEEE Transactions on Signal Processing · 2013 · 163 citations

Engineering, Location Estimation, Sensor Array +17

Classification, Denoising, and Deinterleaving of Pulse Streams With Recurrent Neural Networks

Zhangmeng Liu, Philip S. Yu · IEEE Transactions on Aerospace and Electronic Systems · 2018 · 155 citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +17