A Randles Circuit Parameter Estimation of Li-Ion Batteries With Embedded Hardware.
Mitar SimicAdrian K. StavrakisVarun JeotiGoran M. StojanovicPublished in: IEEE Trans. Instrum. Meas. (2022)
Keyphrases
- parameter estimation
- embedded systems
- circuit design
- maximum likelihood
- least squares
- model selection
- digital circuits
- markov random field
- low cost
- statistical models
- random fields
- parameter estimation algorithm
- model fitting
- expectation maximization
- approximate inference
- em algorithm
- high speed
- parameter values
- posterior distribution
- structure learning
- image processing
- maximum likelihood estimation
- position estimation
- hardware description language
- field programmable gate array
- gibbs sampling
- parameters estimation