Title :
A time-varying fuzzy on-off control system with application to the control of tissue temperature during laser heating
Author :
Ding, Yongsheng ; Ying, Hao ; Shao, Shihuang
Author_Institution :
Dept. of Physiol. & Biophys., Texas Univ. Med. Branch, Galveston, TX, USA
Abstract :
Laser thermal therapies have shown great promise for minimally invasive treatment of benign and malignant tissue lesions. The paper presents a time-varying fuzzy control laser system to control tissue temperature in fresh pig liver samples for coagulation at 65°C and tissue welding at 85°C. The technical difficulties of our study lie in two facts: (1) laser tissue heating is a highly nonlinear time-varying dynamic process, and (2) the output power of the 810 nm diode laser that we used is not adjustable during operation. We have overcome the difficulties by regulating the laser via a variable on-off signal sequence, which is computed, at each sampling time, by our nonlinear time-varying fuzzy controller. The structure of the fuzzy controller is analytically analyzed and the result is related to the PD controller. Our experiments using the fuzzy control system show that the average of the absolute values of the maximum temperature derivations for three coagulation experiments and three welding experiments is 0.45°C and 2.90°C, respectively
Keywords :
biocontrol; biological tissues; biothermics; cancer; coagulation; fuzzy control; laser applications in medicine; nonlinear control systems; on-off control; radiation therapy; temperature control; time-varying systems; 65 degC; 85 degC; PD controller; benign tissue lesions; coagulation; highly nonlinear time-varying dynamic process; laser heating; laser thermal therapies; malignant tissue lesions; minimally invasive treatment; time-varying fuzzy control laser system; time-varying fuzzy on-off control system; tissue temperature; Cancer; Coagulation; Control systems; Fuzzy control; Fuzzy systems; Medical treatment; Minimally invasive surgery; Optical control; Time varying systems; Welding;
Conference_Titel :
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-5877-5
DOI :
10.1109/FUZZY.2000.838715