Title :
Parameter estimation of lumped element circuit for tissue impedance
Author :
Kunii, Hiroomi ; Kinouchi, Yohsuke
Author_Institution :
Dept. of Inf., Takuma Nat. Coll. of Technol., Kagawa, Japan
fDate :
29 Oct-1 Nov 1998
Abstract :
Equivalent circuits representing tissue impedances in the beta dispersion region are dealt with. The circuits composed of lumped elements (resistance and capacitance) are used because of easiness and usefulness for corresponding circuit elements to tissue structures, especially from a viewpoint of tissue diagnoses. Higher order circuits with four to six elements are considered in addition to a conventional three elements circuit, to represent higher frequency impedances as well as low frequency ones. A modified Levenberg Marquardt´s algorithm is applied for estimating parameter values of the equivalent circuits from given impedance data. It was found from computer simulations that the algorithm can estimate the parameter values with high precision, even for the data including noise. The higher order equivalent circuits and the parameter estimation will be useful for medical diagnoses on the tissue
Keywords :
bioelectric phenomena; biological tissues; electric impedance; equivalent circuits; inverse problems; iterative methods; least squares approximations; parameter estimation; physiological models; Gaussian noise; beta dispersion region; bioimpedance; computer simulations; high precision; higher frequency impedances; higher order circuits; inverse estimation; low frequency impedances; lumped element equivalent circuit; modified Levenberg Marquardt´s algorithm; parameter estimation; tissue diagnoses; tissue impedance; Capacitance; Circuit noise; Computer simulation; Equivalent circuits; Frequency; Immune system; Impedance; Low-frequency noise; Medical diagnosis; Parameter estimation;
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
Print_ISBN :
0-7803-5164-9
DOI :
10.1109/IEMBS.1998.746150