基于模糊控制器的老年人自主养老系统麦克风增益自动控制

Luis González-Delgado, D. Valencia-Redrovan, V. Robles-Bykbaev, Ninfa Gonzalez-Delgado, T. Panzner
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引用次数: 5

摘要

支持老年人的模糊控制器应该具有鲁棒性,并对现实生活中的情况(如照明变化、环境噪声和关键情况下的决策)做出有效反应。根据这种方法,本文介绍了“SA3M”的总体设计,这是一种针对老年人的自主支持系统,它实现了面部识别、语音响应和使用各种传感器来预防或警报危险情况(气体泄漏、火灾等)。此外,本文还研究了语音指令处理中麦克风自动灵敏度控制(自动增益控制)的问题。为了验证所提出的方法,模糊控制器在大范围的环境噪声水平下进行了测试,并产生了令人满意的结果。
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Fuzzy controller for automatic microphone gain control in an autonomous support system for elderly
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.
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