Philemon, RotichRambo, HilaryGeofrey, AnnaSam, Anael2023-08-252023-08-252020-11-15http://www.suaire.sua.ac.tz/handle/123456789/5670Presented at the 7th International Electronic Conference on Sensors and Applications, PP. 15–30 November 2020;Application of wireless sensor networks (WSN) and Internet of Things (IoT) used to provide real-time monitoring of fire outbreak in markets. The system integrates three subsystems namely; sensing subsystem which uses multiple sensors for detecting fire outbreaks. Data processing subsystem which collects data from the sensing subsystem through Xbee, analyses, and uploads data to the cloud. If values exceed sensor threshold, an alarm is triggered and notification is sent to stakeholders via mobile application subsystem. The integration between sensing, data processing, and mobile application subsystems pave a new way for the mitigation of fire outbreaks at its early stage.enWireless sensor networksInternet of ThingsReal-time monitoringXbeeIntegrationArticle