Title :
Roles for fuzzy expert advisors in telemonitoring and home health control systems
Author :
Winters, Jack M.
Author_Institution :
Dept. of Biomed. Eng., Catholic Univ. of America, Washington, DC, USA
Abstract :
Motivated by the need to develop robust, distributed approaches for healthcare and user interface decision-making, this paper addresses the capabilities of intelligent systems tools. The focus is on the theory and implementation of fuzzy expert advisors, followed (when appropriate) by neuro-fuzzy training algorithms that tune (customize) fuzzy parameters. Some ongoing projects are briefly presented
Keywords :
biocontrol; decision support systems; fuzzy control; handicapped aids; health care; medical expert systems; patient monitoring; patient rehabilitation; telemedicine; Adaptive Neuro-Fuzzy Inference Systems; Fuzzy Adaptive Learning Control Network; fuzzy expert advisors; fuzzy parameters customization; healthcare; home health control; intelligent systems tools; neuro-fuzzy training algorithms; robust distributed approaches; telemonitoring; user interface decision-making; Automatic control; Control system synthesis; Control systems; Decision making; Fuzzy control; Fuzzy logic; Fuzzy systems; Home automation; Intelligent systems; Robust control;
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-5674-8
DOI :
10.1109/IEMBS.1999.803840
