Optimal Resource Allocation for Detection of a Gaussian Process Using a MAC in WSNs.
Juan Augusto MayaLeonardo Rey VegaCecilia G. GalarzaPublished in: IEEE Trans. Signal Process. (2015)
Keyphrases
- gaussian process
- gaussian processes
- optimal resource allocation
- gaussian process regression
- wireless sensor networks
- resource allocation
- regression model
- approximate inference
- model selection
- hyperparameters
- bayesian framework
- latent variables
- gaussian process classification
- expectation propagation
- covariance function
- energy consumption
- gaussian process models
- semi supervised
- sparse approximations
- cross validation
- reinforcement learning