Predictive Model for Detecting MQ2 Gases Using Fuzzy Logic on IoT Devices

Hernández, Catalina; Villagrán, Sergio; Gaona, Paulo

doi:10.1007/978-3-319-44188-7_13

Cited by 4 publications

(2 citation statements)

References 11 publications

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“…The constant n is related to the sensitivity of gas detection. It will change with the sensor material, gas type, measurement temperature and activator [25]. For combustible gases, most values of the constant m are between 1/2 and 1/3 [26].…”

Section: Algorithm Design and Implementationmentioning

confidence: 99%

A Novel Home Safety IoT Monitoring Method Based on ZigBee Networking

Wang

et al. 2022

Lecture Notes in Electrical Engineering

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This paper realizes the design of home safety early warning system by studying the wireless communication networking technology of ZigBee and WiFi, as well as sensor communication technology, which is based on taking home safety monitoring as the application background. In this study, CC2530 chip was used as ZigBee wireless communication module. A novel home security IoT monitoring method was proposed through sensor triggering, human activity trajectory perception algorithm design, and wireless networking and communication optimization. Meanwhile, the safety early warning and remote monitoring of home staff can be realized, and home safety can be guaranteed. The system can achieve the purpose of home monitoring and early warning with low software and hardware cost through the experimental design and result analysis. It can not only provide reference for the design of sensor communication system, but also provide technical reference for aging society and response.

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Section: Algorithm Design and Implementationmentioning

confidence: 99%

A Novel Home Safety IoT Monitoring Method Based on ZigBee Networking

Wang

et al. 2022

Lecture Notes in Electrical Engineering

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“…In [26], the authors introduce a fuzzy logic controller in order to improve home energy management. Fuzzy logic has also been used in [27], where the authors present a predictive model for detecting gases. In the last few years, the use of smart speakers (Amazon's Echo, Google's Home or Apple's HomePod) in combination with voice assistants (Amazon's Alexa, Google's Assistant and Apple's Suri) have been on the rise.…”

Section: Literature Reviewmentioning

confidence: 99%

Smart Home Solutions Using Wi-Fi-based Hardware

et al. 2020

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Home automation technology has been increasingly important in our lives, since it offers numerous advantages, e.g., greater comfort, safety, security and energy efficiency. A smart home automation system usually includes a central computer with deployed home automation software and several distributed sensors and actuators. Wired connections between a central computer and sensor/actuator nodes are already well established, however, wireless solutions are an emerging trend. This work addresses smart home automation solutions that are based on wireless Wi-Fi network. Such solutions enable an upgrade of an existing house into a smart house without modifications of hardware installations. The article includes an overview of related works in this research field, and a case study of cost effective home automation solution that is based on open source home automation software and wireless, custom developed, Wi-Fi based hardware.

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