luis palma - Academia.edu (original) (raw)
Uploads
Papers by luis palma
Given their good approximation capabilities for reasonable non-linear systems artificial neural n... more Given their good approximation capabilities for reasonable non-linear systems artificial neural networks have attracted an increasing interest in a number of fields such as system identification and filtering. The main goal of this work is to emphasise the potential benefits of non-linear state-space neural networks for realtime identification with an extended Kalman filter. Experimental results from a laboratory heating system confirm the feasibility of this methodology.
Given their good approximation capabilities for reasonable non-linear systems artificial neural n... more Given their good approximation capabilities for reasonable non-linear systems artificial neural networks have attracted an increasing interest in a number of fields such as system identification and filtering. The main goal of this work is to emphasise the potential benefits of non-linear state-space neural networks for realtime identification with an extended Kalman filter. Experimental results from a laboratory heating system confirm the feasibility of this methodology.