Deep Learning for Direction of Arrival Estimation via Emulation of Large Antenna Arrays.
Aya Mostafa AhmedUdaya Sampath K. Perera Miriya ThanthrigeAly El GamalAydin SezginPublished in: CoRR (2020)
Keyphrases
- deep learning
- doa estimation
- direction of arrival
- signal subspace
- linear array
- antenna array
- unsupervised learning
- canonical correlation analysis
- multipath
- estimation error
- machine learning
- mental models
- weakly supervised
- correlation matrix
- least squares
- learning strategies
- model selection
- supervised learning
- sound source
- probabilistic model
- high resolution
- high dimensional
- pairwise