Joint QoS Control and Bitrate Selection for Video Streaming based on Multi-agent Reinforcement Learning.
Huilin JinQi WangShuai LiJienan ChenPublished in: ICCA (2020)
Keyphrases
- video streaming
- video quality
- rate adaptation
- multi agent reinforcement learning
- bit rate
- cross layer
- rate control
- user perceived
- video coding
- packet loss
- bitstream
- quality assessment
- rate distortion
- streaming services
- video transmission
- network conditions
- video on demand
- video content
- frame rate
- network resources
- distributed control
- application layer
- compressed video
- error concealment
- video streams
- visual quality
- error resilient
- macroblock
- quality of service
- multiple description coding
- scalable video
- wireless channels
- congestion control
- inter frame
- packet losses
- multiple description
- low complexity
- computational complexity
- image quality
- error propagation
- coding efficiency
- error resilience
- subband
- real time
- peer to peer
- response time
- reinforcement learning
- wireless networks