Improving time synchronization in Wireless Sensor Networks using Bayesian Inference.
Juan José Pérez SolanoSantiago Felici-CastellPublished in: J. Netw. Comput. Appl. (2017)
Keyphrases
- bayesian inference
- wireless sensor networks
- probabilistic model
- hyperparameters
- statistical inference
- bayesian model
- sensor networks
- prior information
- variational bayes
- variational inference
- energy consumption
- energy efficient
- hidden variables
- weighted model counting
- expectation propagation
- sensor nodes
- markov chain monte carlo
- prior distribution
- probabilistic modeling
- maximum likelihood
- bayesian models
- hierarchical bayesian
- data sets
- routing algorithm
- bayesian methods
- conditional random fields
- particle filter
- optimal solution
- gibbs sampler