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AuthorSiddique, Abu Buker
AuthorKazmi, Rafaqat
AuthorKhan, Habib Ullah
AuthorAli, Sikandar
AuthorSamad, Ali
AuthorJavaid, Gulraiz
Available date2022-12-26T10:16:22Z
Publication Date2022-04-04
Publication NameIETE Journal of Research
Identifierhttp://dx.doi.org/10.1080/03772063.2022.2052984
CitationSiddique, A. B., Kazmi, R., Khan, H. U., Ali, S., Samad, A., & Javaid, G. (2022). An Intelligent and Secure Air Quality Monitoring System Using Neural Network Algorithm and Blockchain. IETE Journal of Research, 1-14.
ISSN0377-2063
URIhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85129183811&origin=inward
URIhttp://hdl.handle.net/10576/37595
AbstractIndoor air pollution is more dangerous for residents. So, it is necessary to monitor the quality of indoor air and take some preventive steps to reduce the possible dangers to the health of the inhabitants. The cost and maintenance factors of air quality (AQI) systems lead the researchers to model, design, and implement low-cost indoor AQI monitoring systems. In this research, we proposed an indoor AQI monitoring system with a data-driven model to predict the AQI through the Neural Network Algorithm and Block-chain. The Internet of Things (IoT) connects and processes data, and low-cost sensors collect the data from the environment. The Indoor Air Quality system consists of temperature, humidity, Carbon Di Oxide, Particulate Matter, Carbon Mono Oxide, and LPG. The data are collected from five different sensors, and the NN decision-making model is used to predict the AQI to prevent harmful situations. The suggested IoT-based smart block-chain technology plays a vital role by imparting scalability, privacy, and reliability. This study will work effectively with ease of use, cost-effectiveness, and maintenance of the entire system.
SponsorTaif University - grant No. TURSP-2020/55.
Languageen
PublisherTaylor & Francis
SubjectAir quality monitoring
Decision and prediction
IoT
NNA
TitleAn Intelligent and Secure Air Quality Monitoring System Using Neural Network Algorithm and Blockchain
TypeArticle
Pagination1-14
ESSN0974-780X
dc.accessType Abstract Only


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