Real-Time Massive MIMO Channel Prediction: A Combination of Deep Learning and NeuralProphet
Author:
Affiliation:
1. Nokia Bell-Labs,France
2. Flemish Institute for Technological Research (VITO),Mol,Belgium,2400
3. CentraleSupelec, CNRS, University of Paris-Saclay,Laboratoire des Signaux et Systèmes,France
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10000063/10000593/10001362.pdf?arnumber=10001362
Reference16 articles.
1. Long short-term memory;hochreiter;Neural Computation,1997
2. Serial Order: A Parallel Distributed Processing Approach
3. Structural time series models;harvey;Econometrics,1993
4. Recurrent neural network based narrowband channel prediction;liu;2006 IEEE 63rd Vehicular Technology Conference,2006
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