A nonlinear observer for on-line estimation of the cerebrospinal fluid outflow resistance

作者：Manchester I R^*; Andersson K S; Andersson N; Shiriaev A S; Eklund A

来源：Automatica, 2008, 44(5): 1426-1430.

DOI：10.1016/j.automatica.2007.09.025

• nonlinear observers
• biomedical systems
• parameter estimation

Accurate estimates of the outflow resistance of the human cerebrospinal fluid system are important for the diagnosis of a medical condition known as hydrocephalus. In this paper we design a nonlinear observer which provides on-line estimates of the outflow resistance, to the best of our knowledge the first method to do so. The output of the observer is proven to globally converge to an unbiased estimate. Its performance is experimentally verified using the same apparatus used to perform actual patient diagnoses and a specially-designed physical model of the human cerebrospinal fluid system.

• 出版日期2008-5