Recurrent Neural Network (RNN) Based End-to-End Nonlinear Management for Symmetrical 50Gbps NRZ PON with 29dB+ Loss Budget.
Chenhui YeDongxu ZhangXiaofeng HuXiaoan HuangHanlin FengKaibin ZhangPublished in: ECOC (2018)
Keyphrases
- wireless networks
- recurrent neural networks
- end to end
- nonlinear dynamic systems
- echo state networks
- neural model
- wireless ad hoc networks
- neural network
- feed forward
- service delivery
- complex valued
- ad hoc networks
- long short term memory
- recurrent networks
- artificial neural networks
- admission control
- reservoir computing
- hidden layer
- congestion control
- high bandwidth
- multipath
- internet protocol
- management system
- transport layer
- application layer
- content delivery
- network management
- scalable video
- service management