A Manifold Learning Two-Tier Beamforming Scheme Optimizes Resource Management in Massive MIMO Networks.
Xiaoping ZhouPeipei WangZhe YangLe TongYang WangChunxia YangNaixue XiongHai GaoPublished in: IEEE Access (2020)
Keyphrases
- resource management
- manifold learning
- call admission control
- blocking probability
- multiple input multiple output
- low dimensional
- resource allocation
- management system
- semi supervised
- dimensionality reduction
- network resources
- heterogeneous wireless networks
- nonlinear dimensionality reduction
- quality of service
- dimension reduction
- intelligent agents
- high dimensional
- feature extraction
- resource utilization
- diffusion maps
- pairwise
- fading channels
- manifold structure
- high dimensional data
- machine learning
- communication systems
- mobile networks
- data mining
- feature selection
- differentiated services
- data analysis
- wireless channels
- video streaming
- active learning
- data sets
- image classification