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A fuzzy logic system helps the caregivers of assisted living people in making informed decisions and exercising control. Fuzzy logic automation helps caregivers to optimally solve the problems they encounter, thus being able to better monitor and control activities. This research work focuses on the detection of abnormal activities with the control thereof while monitoring normal activities by using a fuzzy logic controller. It further discusses the regulation of different parameters to ensure safe and efficient operation in an assisted living environment.

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Implementation of Fuzzy Optimization in Activity Recognition with Deep Learning

  • 会议论文

  • 发表日期：

    2025年

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  • Sneha B. Paymal,
  • Mahadev S. Patil

摘要

A fuzzy logic system helps the caregivers of assisted living people in making informed decisions and exercising control. Fuzzy logic automation helps caregivers to optimally solve the problems they encounter, thus being able to better monitor and control activities. This research work focuses on the detection of abnormal activities with the control thereof while monitoring normal activities by using a fuzzy logic controller. It further discusses the regulation of different parameters to ensure safe and efficient operation in an assisted living environment.