Deep-Learning-Based Channel Estimation for IRS-Assisted ISAC System.
Yu LiuIbrahim Al-NahhalOctavia A. DobreFanggang WangPublished in: CoRR (2024)
Keyphrases
- deep learning
- channel estimation
- communication systems
- multipath
- ofdm system
- fading channels
- unsupervised learning
- estimation algorithm
- bit error rate
- machine learning
- unsupervised feature learning
- weakly supervised
- wireless communication
- mental models
- signal to noise ratio
- dimensionality reduction
- image processing
- end to end
- computationally efficient
- supervised learning
- wireless channels
- ground truth
- pairwise
- object recognition
- neural network