The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
This two part paper proposes an adaptive fuzzy internal model control of nonlinear systems which uses a Takagi-Sugeno fuzzy model of the process. The main objective of this first part is to identify the fuzzy model of the plant. The identification task is decomposed into structure identification (number of rules) and parameter identification (singleton consequences of the rules). The stability and...
Despite their generality, conventional Volterra filters are inadequate for some applications, due to the huge number of parameters that may be needed for accurate modelling. When a state-space model of the target system is known, this can be assessed by computing its kernels, which also provides valuable information for choosing an adequate alternate Volterra filter structure, if necessary, and is...
In this paper, an indirect adaptive neuro fuzzy controller is proposed for controlling nonlinear affine systems, inspired by the theory of feedback linearization and adaptive network-based fuzzy inference system (ANFIS). In a nonlinear affine system two ANFIS are used to model nonlinear dynamic functions of the plant. The adaptive fuzzy rules are applied, such that the feedback linearization control...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.