Maximum Likelihood Identification of a Continuous-Time Oscillator Utilizing Sampled Data
Abstract:
In this paper we analyze the likelihood function corresponding to a continuous-time oscillator utilizing regular sampling. We analyze the equivalent sampled-data model for two cases i) instantaneous sampling and ii) integrated sampling. We illustrate the behavior of the log-likelihood function via numerical examples showing that it presents several local maxima.
Año de publicación:
2018
Keywords:
- Maximum Likelihood Methods
- Continuous Time System Estimation
- TIME SERIES
Fuente:
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Tipo de documento:
Conference Object
Estado:
Acceso abierto
Áreas de conocimiento:
- Optimización matemática
- Inferencia estadística
Áreas temáticas:
- Métodos informáticos especiales