Finite-sample Identification of Continuous-time Parameter-linear Systems.
Simon KuangXinfan LinPublished in: CoRR (2023)
Keyphrases
- linear systems
- finite sample
- dynamical systems
- uniform convergence
- sufficient conditions
- sample size
- statistical learning theory
- nearest neighbor
- error bounds
- parzen window
- sparse linear systems
- generalization bounds
- statistical learning
- markov processes
- knn
- machine learning
- regression model
- pattern classification
- k nearest neighbor
- reproducing kernel hilbert space
- particle swarm optimization
- genetic algorithm
- neural network