Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control.
Nuowen KanChenglin LiCaiyi YangWenrui DaiJunni ZouHongkai XiongPublished in: NOSSDAV (2021)
Keyphrases
- video streaming
- model predictive control
- neural network
- control system
- predictive control
- video streams
- video quality
- rate control
- low complexity
- peer to peer
- multiple description coding
- user experience
- user perceived
- fuzzy logic
- video on demand
- feed forward
- control strategy
- streaming services
- video content
- feature vectors
- multiscale
- recurrent neural networks
- end to end
- image quality
- video sequences