Title :
A fuzzy logic controller for the application of skin pressure
Author :
Lancaster, Scott S.
Author_Institution :
Creighton Diabetes Center, Creighton Univ., Omaha, NE, USA
Abstract :
A new defuzzification method known as Sparus, has shown some promise in testing, but has not been utilized in a real-world environment. In order to test this new design of a FLC (fuzzy logic controller), an experimental medical research device for testing pressure induced hyperemia was modified to utilize fuzzy logic. The FLC directly controls a regulator that uses air to apply direct pressure via a pneumatic piston to the tissue of a human subject. The device also encompasses components such as a blood perfusion monitor and analog to digital converters for data collection and pneumatic valves and sensors for controlling air flow. As the paper shows, the utilization of a FLC has greatly improved the performance and accuracy of this experimental device and that this new defuzzification method can be effectively deployed in real-world scenarios.
Keywords :
fuzzy control; haemorheology; medical control systems; skin; blood perfusion monitor; fuzzy logic controller; human tissue; hyperemia; skin pressure; skin ulcer; Biomedical monitoring; Blood; Fuzzy logic; Humans; Logic testing; Medical tests; Pistons; Pressure control; Regulators; Skin;
Conference_Titel :
Fuzzy Information, 2004. Processing NAFIPS '04. IEEE Annual Meeting of the
Print_ISBN :
0-7803-8376-1
DOI :
10.1109/NAFIPS.2004.1337384