Probabilistic Monitoring of Correlated Sensors for Nonlinear Processes in State Space.
Shunyi ZhaoYuriy S. ShmaliyChoon Ki AhnChunhui ZhaoPublished in: IEEE Trans. Ind. Electron. (2020)
Keyphrases
- state space
- real time
- monitoring system
- reinforcement learning
- health monitoring
- bayesian networks
- sensing devices
- sensor data
- generative model
- sensor networks
- decision support
- optimal policy
- heuristic search
- state variables
- search space
- dynamical systems
- sensor technology
- wireless sensor
- stochastic domains
- belief state
- planning problems
- dynamic programming
- probabilistic model
- process model
- markov chain
- body sensor networks
- continuous monitoring
- wireless sensor networks
- stochastic processes
- reinforcement learning algorithms
- belief networks
- particle filter