Gaussian Process-Driven History Matching for Physical Layer Parameter Estimation in Optical Fiber Communication Networks.
Josh W. NevinSam NallaperumaSeb J. SavoryPublished in: CoRR (2022)
Keyphrases
- parameter estimation
- communication networks
- gaussian process
- model selection
- wireless communication
- hyperparameters
- approximate inference
- smart grid
- em algorithm
- regression model
- cross validation
- maximum likelihood
- computer networks
- least squares
- network structure
- distributed databases
- latent variables
- expectation maximization
- data transmission
- base station
- wireless channels
- bayesian framework
- sample size
- markov random field
- machine learning
- image processing
- data mining