A Joint Model and Data Driven Method for Distributed Estimation.
Meng HeRan LiChuan HuangShulong ZhangPublished in: IEEE Internet Things J. (2024)
Keyphrases
- data driven
- probabilistic model
- monte carlo simulation
- similarity measure
- evaluation method
- test data
- parameter estimation
- estimation process
- study proposes
- classification method
- statistical model
- optimization method
- maximum likelihood estimation
- regression analysis
- prediction model
- theoretical analysis
- prior knowledge
- mathematical model
- high order
- closed form
- hybrid method
- sensitivity analysis
- clustering method
- detection method
- objective function
- linear model
- evaluation model
- markov model
- modeling method
- model fitting
- significant improvement
- prior information
- estimation algorithm
- recognition algorithm
- estimation accuracy
- kalman filter
- high accuracy
- distributed systems
- pairwise
- bp neural network
- k means
- joint probability
- hybrid model
- cost function
- gaussian distribution
- density estimation
- least squares
- linear regression
- bayesian framework
- parameter space
- decision trees
- peer to peer
- em algorithm