Title :
An advanced updating increment to speed-up the measurement of AC skin impedance based on a fuzzy inference approach
Author_Institution :
Kao Yuan Coll. of Technol. & Commerce, Kaohsiung, Taiwan
Abstract :
Conventional methods for determining AC skin impedance with a wide range of frequency process DC to 1 MHz resulting from the off-line estimation are accurate but lack real-time convenience. In the author´s previous proposed methods, the direct measurement is faster than conventional methods because it uses a real-time, on-line measurement and computation, and requires only one high frequency input signal. However, the algorithm to specify the suitable updating value (the defuzzification output multiplied by a gain) in fuzzy inference system is not unique, and the selecting an appropriate updating method for the estimation process of AC skin impedance in fuzzy inference system is necessitated. In order to speed-up measurement, an advanced updating gain, which has a significant effect on the time-performance, is introduced in the real-time analysis of AC skin impedance based on a fuzzy inference system
Keywords :
bioelectric phenomena; biomedical measurement; electric impedance measurement; fuzzy logic; fuzzy set theory; inference mechanisms; skin; AC skin impedance measurement; advanced updating gain; defuzzification output; fuzzy inference approach; real-time analysis; time-performance; updating increment; Electric resistance; Equivalent circuits; Frequency estimation; Frequency measurement; Fuzzy systems; Image analysis; Impedance measurement; Inference algorithms; Skin; Velocity measurement;
Conference_Titel :
Industrial Automation and Control: Emerging Technologies, 1995., International IEEE/IAS Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-2645-8
DOI :
10.1109/IACET.1995.527586