Title :
On the design and performance evaluation of adaptive fuzzy controllers
Author :
Isaka, Satoru ; Sebald, Anthony V. ; Karimi, Ashkan ; Smith, N. Ty ; Quinn, M.L.
Author_Institution :
AMES Dept., California Univ., San Diego, La Jolla, CA, USA
Abstract :
An automated design technique to optimize membership functions for a fuzzy controller numerically is discussed. The technique is applied to the design of a fuzzy controller for regulating mean aerial blood pressure in a noisy environment (e.g. during surgery or while a patient is being treated in the ICU). The result is extended to construct an adaptive fuzzy controller, and its performance is evaluated through simulation
Keywords :
adaptive control; biocontrol; control system synthesis; controllers; haemodynamics; pressure control; adaptive fuzzy controllers; design; mean aerial blood pressure control; performance evaluation; simulation; Adaptive control; Automatic control; Blood pressure; Design optimization; Fuzzy control; Medical treatment; Pressure control; Programmable control; Surgery; Working environment noise;
Conference_Titel :
Decision and Control, 1988., Proceedings of the 27th IEEE Conference on
Conference_Location :
Austin, TX
DOI :
10.1109/CDC.1988.194481
