Institute of Information Theory and Automation

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Conference Paper (international conference)

Structure estimation for systems described by radial basis functions based on normalized QR filtering

Kadlec Jiří

: Preprints of the 1st IFAC/IEEE Symposium on System Structure and Control

: IFAC, (Prague 2001)

: IFAC/IEEE Symposium on System Structure and Control /1./, (Prague, CZ, 29.08.2001-31.08.2001)

: AV0Z1075907

: LN00B096, GA MŠk

: identification, structural parameters, radial base function networks

(eng): The recursive algorithm for the estimation of the variable radial base structure based on the QA algorithm with the exponential forgetting, is presented for the radial-bases regression model in the parallel QA implementations. The algorithm is suitable also for the concurrent estimation of the model structure. It allows a highly modular implementation convenient for the parallel computation, what makes it suitable for the fast on line implementation in the area of nonlinear beame forming, etc.

: 09G, 09J

: JC

2019-01-07 08:39