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• W2911702988 startingPage "854" @default.
• W2911702988 abstract "Wireless sensor networks (WSN) involve large number of sensor nodes distributed at diverse locations. The collected data are prone to be inaccurate and faulty due to internal or external influences, such as, environmental interference or sensor aging. Intelligent failure detection is necessary for the effective functioning of the sensor network. In this paper, we propose a supervised learning method that is named artificial hydrocarbon networks (AHN), to predict temperature in a remote location and detect failures in sensors. It allows predicting the temperature and detecting failure in sensor node of remote locations using information from a web service comparing it with field temperature sensors. For experimentation, we implemented a small WSN to test our sensor in order to measure failure detection, identification and accommodation proposal. In our experiments, 94.18% of the testing data were recovered and accommodated allowing of validation our proposed approach that is based on AHN, which detects, identify and accommodate sensor failures accurately." @default.
• W2911702988 created "2019-02-21" @default.
• W2911702988 creator A5016698194 @default.
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• W2911702988 date "2019-02-19" @default.
• W2911702988 modified "2023-10-17" @default.
• W2911702988 title "An Intelligent Failure Detection on a Wireless Sensor Network for Indoor Climate Conditions" @default.
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• W2911702988 doi "https://doi.org/10.3390/s19040854" @default.
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