Title :
Fuzzy controller for automatic microphone gain control in an autonomous support system for elderly
Author :
Gonzalez-Delgado, Luis ; Valencia-Redrovan, David ; Robles-Bykbaev, Vladimir ; Gonzalez-Delgado, Ninfa ; Panzner, Todd
Author_Institution :
Centro de Investig., Univ. Politec. Salesiana, Cuenca, Ecuador
Abstract :
A fuzzy controller to support older adults should be robust and respond effectively to real-life situations such as illumination changes, ambient noise, and decision-making in critical situations. Following this approach, this paper presents the general design of “SA3M”, an autonomous support system for older adults that implements facial recognition, voice response and the use of various sensors to prevent or alert dangerous situations (gas leaks, fires, etc.). Furthermore, this paper addresses the problem of automatic microphone sensitivity control (Automatic Gain Control) in the processing of voice commands. To validate the proposed approach, the fuzzy controller was tested with a wide range of ambient noise levels and produced promising results.
Keywords :
assisted living; fuzzy control; gain control; medical robotics; microphones; SA3M; ambient noise; automatic microphone gain control; automatic microphone sensitivity control; autonomous support system; decision-making; elderly; facial recognition; fuzzy controller; illumination; older adults; voice response; Conferences; Gain; Gain control; Microphones; Noise; Robots; Sensors; assistive technology; automatic gain control; fuzzy logic; older adults;
Conference_Titel :
e-Health Networking, Applications and Services (Healthcom), 2014 IEEE 16th International Conference on
Conference_Location :
Natal
DOI :
10.1109/HealthCom.2014.7001817