Title :
Automated drug delivery in muscle relaxant anaesthesia using self-organizing fuzzy logic control
Author :
Mason, David G. ; Linkens, Derek A. ; Edwards, Neil D. ; Reilly, Charles S.
Author_Institution :
Dept. of Autom. Control & Syst. Eng., Sheffield Univ., UK
Abstract :
The general trend in muscle relaxant anaesthesia is for shorter acting agents which allow the patient to recover from paralysis quickly with minimal use of reversal agent. This necessitates continuous infusion schemes which must accommodate a wide range of patient characteristics. This paper investigates the application of self-organizing fuzzy logic control (SOFLC) to automated infusion of atracurium. This scheme offers a simple means to develop a nonlinear controller which quickly establishes the level of muscle relaxant required by each individual patient in a self-learning fashion. Preliminary results show this approach is suitable for clinical application
Keywords :
muscle; atracurium; automated drug delivery; automated infusion; clinical application; continuous infusion schemes; individual patient; muscle relaxant anaesthesia; nonlinear controller; paralysis; patient; patient characteristics; reversal agent minimal use; self-learning fashion; self-organizing fuzzy logic control; shorter acting agents; Automatic control; Control systems; Delay effects; Drug delivery; Electromyography; Fuzzy control; Fuzzy logic; Muscles; PD control; Plasma simulation;
Conference_Titel :
Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-2050-6
DOI :
10.1109/IEMBS.1994.415496