Machine/deep learning based estimation and detection in OFDM communication systems with various channel imperfections

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

LSTM: A Search Space Odyssey

Klaus Greff, Rupesh K. Srivastava, Jan Koutník et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 6.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Backpropagation through time: what it does and how to do it

Paul J. Werbos · Proceedings of the IEEE · 1990 · 4.9K citations

Computing, Computer Science, Algorithms +13

Robust frequency and timing synchronization for OFDM

T.M. Schmidl, D.C. Cox · IEEE Transactions on Communications · 1997 · 3.4K citations

Engineering, Communication, Electrical Engineering +14

Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems

Hao Ye, Geoffrey Ye Li, Biing‐Hwang Juang · IEEE Wireless Communications Letters · 2017 · 2K citations

Engineering, Communication, Electrical Engineering +15