Towards vendor-agnostic real-time optical network design with extended Kalman state estimation and recurrent neural network machine learning [Invited].
Martin BoudaGautam KrishnaJoe KrystofikShoichiro OdaPaparao PalacharlaPublished in: JOCN (2021)
Keyphrases
- network design
- state estimation
- recurrent neural networks
- kalman filter
- kalman filtering
- machine learning
- real time
- neural network
- recurrent networks
- complex valued
- particle filter
- communication networks
- switched networks
- state space model
- feed forward
- visual tracking
- extended kalman filter
- network architecture
- reservoir computing
- data mining
- hidden layer
- artificial neural networks
- data analysis
- dynamic systems
- echo state networks
- particle filtering
- learning algorithm
- object tracking
- control system
- expert systems
- genetic algorithm
- mean shift