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This paper presents the development of high-performance wireless sensor networks for local monitoring of air pollution. The proposed system, enabled by the Internet of Things (IoT), is based on low-cost sensors collocated in a redundant configuration for collecting and transferring air quality data. Reliability and accuracy of the monitoring system are enhanced by using extended fractional-order Kalman filtering (EFKF) for data assimilation and recovery of the missing information. Its effectiveness is verified through monitoring particulate matters at a suburban site during the wildfire season 2019–2020 and the Coronavirus disease 2019 (COVID-19) lockdown period. The proposed approach is of interest to achieve microclimate responsiveness in a local area.
Sensors & Diagnostics journal
Sensors, Free Full-Text
Sensors, Free Full-Text
Sensors, Free Full-Text
Air Intake Pressure Sensor,MAP Sensor 079800-3000 : : Automotive
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Self-Organized, Scalable GPS-Free Localization of Wireless Sensors
Sensors, Free Full-Text
Sensors, Free Full-Text, rule 63 urban dictionary
Monitoring air pollution with Internet of Things (IoT) : Manx Tech
Figure 1 from Wireless sensor network for real-time air pollution
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