Deep Learning for THz Channel Estimation and Beamforming Prediction via Sub-6GHz Channel.
Sagnik BhattacharyaAbhishek K. GuptaPublished in: SPCOM (2022)
Keyphrases
- channel estimation
- deep learning
- communication systems
- multipath
- ofdm system
- fading channels
- multiple input multiple output
- frequency selective
- estimation algorithm
- unsupervised learning
- bit error rate
- machine learning
- wireless communication
- wireless channels
- weakly supervised
- computer simulation
- mental models
- physical layer
- orthogonal frequency division multiplexing
- routing algorithm
- data transmission
- frequency domain
- ground truth
- reinforcement learning
- computer vision
- data mining