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Bayesian estimation of dynamic systems function expansions

Abstract:

Orthonormal function expansions have been used extensively in the context of linear and nonlinear systems identification, since they result in a significant reduction in the number of required free parameters. In particular, Laguerre basis expansions have been used in the context of biological/ physiological systems identification, due to the exponential decaying characteristics of the Laguerre orthonormal basis, the rate of which is determined by the Laguerre parameter α. A critical aspect o...

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Publisher copy:
10.1109/ISCCSP.2010.5463426
Host title:
Final Program and Abstract Book - 4th International Symposium on Communications, Control, and Signal Processing, ISCCSP 2010
Publication date:
2010-01-01
DOI:
ISBN:
9781424462858
Pubs id:
pubs:243732
UUID:
uuid:1f3e3f37-173c-4424-a1b7-f8cfea93c8f2
Local pid:
pubs:243732
Source identifiers:
243732
Deposit date:
2012-12-19

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