Smart City Gnosys

Smart city article details

Title	An Iot-Based Air Pollution Monitoring System For Smart City
ID_Doc	8721
Authors	Aubakirov A.; Makhanov K.; Issainova A.; Glazyrina N.; Razkhova B.; Satybaldina D.
Year	2024
Published	2024 4th International Conference on Computer Systems, ICCS 2024
DOI	http://dx.doi.org/10.1109/ICCS62594.2024.10795835
Abstract	In this paper, we present the results of research on the design and development of a gas analytical unit, an electronic nose, with an autonomous power supply, as well as the function of wireless data transmission via the Long-Range Wide Area Networks protocol. We built the device on a circuit board featuring eight gas sensors (MQ series), an STM32F103C8T6 microcontroller with 12-bit analog-to-digital conversion, a RAK3172 wireless data transmission module, voltage dividers, and a USB serial adapter. It also has an HDC2080DMBR temperature and humidity sensor. We evaluated the electronic nose performance towards standard mixtures of carbon dioxide, carbon monoxide, nitrogen dioxide, ammonia, and hydrogen sulfide, which are important analytes in outdoor and indoor air quality monitoring. Multidimensional linear regression methods were employed to build calibration curves for electronic nose sensors, which allowed for converting the measured sensor responses into quantitative values of the concentrations of the analyzed substances. The estimated coefficients of determination, R2, approach 1 indicating a strong correlation between the approximating model and the original data. The multivariate chemiresistive responses were successfully clustered using the k-means algorithm, revealing clear distinctions between sensor data associated with different gas concentrations. The k-NN classifier, applied to the clustered data, achieved 100% accuracy in identifying gas concentrations, underscoring the potential of the proposed methodology for gas sensing applications. We proposed and implemented the architecture of a network of mobile gas analyzers as the Internet of Things devices for environmental monitoring using the VK Cloud Platform. © 2024 IEEE.
Author Keywords	air quality; electronic nose; gas sensor array; Internet of Things; linear regression; LoRaWan; Smart City

Similar Articles

Id	Similarity	Authors	Title	Published
15773	0.893	Holubčík M.; Jandačka J.; Nicolanská M.	Construction And Experimental Testing Of Innovative Wireless Emission Monitoring System In Small Household Of Smart City	EAI/Springer Innovations in Communication and Computing (2023)
19654	0.89	Moharana B.K.; Anand P.; Kumar S.; Kodali P.	Development Of An Iot-Based Real-Time Air Quality Monitoring Device	Proceedings of the 2020 IEEE International Conference on Communication and Signal Processing, ICCSP 2020 (2020)
49105	0.886	Easterline L.M.; Putri A.A.-Z.R.; Atmaja P.S.; Dewi A.L.; Prasetyo A.	Smart Air Monitoring With Iot-Based Mq-2, Mq-7, Mq-8, And Mq-135 Sensors Using Nodemcu Esp32	Procedia Computer Science, 245, C (2024)
35733	0.886	Barahona B.; Buck R.; Lausberg T.; Meyer P.; Ott M.; Meyer M.; Schütz P.	Low-Cost Sensor Node For Air Quality Monitoring: Verification Of No2 Measurements Against A Commercial System	Advances in Science, Technology and Innovation (2022)
19578	0.883	Malik P.K.; Duggal A.S.; Aluvala S.; Sahithi R.; Geetanjali; Gehlot A.	Development Of A Low-Cost Iot Device Using Esp8266 And Atmega328 For Real-Time Monitoring Of Outdoor Air Quality With Alert	2023 3rd International Conference on Advancement in Electronics and Communication Engineering, AECE 2023 (2023)
33783	0.881	Sudantha B.; Manchanayaka M.; Yang C.-Y.; Premachandra C.; Firdhous M.; Sumathipala K.	Iot Empowered Open Sensor Network For Environmental Air Pollution Monitoring System In Smart Cities	Proceedings of ICITR 2023 - 8th International Conference on Information Technology Research: The Next Evolution in Digital Transformation (2023)
9104	0.881	Piruthiviraj P.; Punith Kumar G.P.; Mitesh Kumar E.M.; Midhun M.; Chirag Sharma M.	Analysis Of Air Pollution In A Smart City Infrastructure Using Iot	Proceedings - 7th International Conference on Computing Methodologies and Communication, ICCMC 2023 (2023)
44296	0.88	Aserkar A.A.; Godla S.R.; Baker El-Ebiary Y.A.; Krishnamoorthy; Ramesh J.V.N.	Real-Time Air Quality Monitoring In Smart Cities Using Iot-Enabled Advanced Optical Sensors	International Journal of Advanced Computer Science and Applications, 15, 4 (2024)
55255	0.879	Herath H.M.R.G.; Jayasundara K.K.W.S.P.K.; Yadhasighe Y.K.A.; Sanjeewa S.D.A.	The Design And Implementation Of An Iot-Based Real-Time Air Purification System For Outdoor Environment	ICARC 2022 - 2nd International Conference on Advanced Research in Computing: Towards a Digitally Empowered Society (2022)
33757	0.876	Rajendrakumar P.M.; Shwetha P.; Reddy P.; Tejasri T.; Piruthiviraj P.	Iot Cloud-Based Air Quality Monitoring System With Arduino	Proceedings of 3rd IEEE International Conference on Knowledge Engineering and Communication Systems, ICKECS 2025 (2025)