Parameter estimation and tuning of a multivariable RF controller with FPGA technique for the Free Electron Laser FLASH.
Christian SchmidtGerwald LichtenbergW. KoprekW. JalmuznaHerbert WernerStefan SimrockPublished in: ACC (2008)
Keyphrases
- parameter estimation
- closed loop
- maximum likelihood
- fuzzy logic controller
- hardware architectures
- parameter estimation algorithm
- least squares
- markov random field
- real time
- model selection
- control strategies
- statistical models
- input output
- random fields
- parameter values
- em algorithm
- hardware implementation
- field programmable gate array
- maximum likelihood estimation
- expectation maximization
- model fitting
- approximate inference
- control system
- continuous stirred tank reactor
- control scheme
- control law
- pid controller
- posterior distribution
- estimation problems
- fuzzy controller
- parameter estimates
- position estimation
- control algorithm
- control strategy
- parameters estimation
- high dimensional