The identification of nonlinear biological systems: LNL cascade models |
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| Authors: | M J Korenberg I W Hunter |
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| Institution: | (1) Department of Electrical Engineering, Queens University, K7L 3N6 Kingston, Ontario, Canada;(2) Biomedical Engineering Unit, McGill University, 3775 University Street, H3A 2B4 Montreal, PQ, Canada |
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| Abstract: | Systems that can be represented by a cascade of a dynamic linear (L), a static nonlinear (N) and a dynamic linear (L) subsystem are considered. Various identification schemes that have been proposed for these LNL systems are critically reviewed with reference to the special problems that arise in the identification of nonlinear biological systems. A simulated LNL system is identified from limited duration input-output data using an iterative identification scheme. |
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