Retracted: Tracking Military soldiers Location and Monitoring Health using Machine Learning and LORA model

This study enables real-time tracking of the geolocation and health monitoring of soldiers who would get lost or hurt on the battleground. It helps reduce the amount of time and energy required for army control unit search and rescue operations. Using GPS and wireless body area sensor networks (WBASNs), such as temperature sensors and heart rate monitors, this solution permits the army control unit to track the whereabouts of soldiers and keep an eye on their health. With the help of a LoRA module, the GPS and sensor readings will be wirelessly communicated to the other soldiers. Additionally, it has been suggested that in high altitude warzones where cellular network coverage is either nonexistent or does not permit data transfer, LoRaWAN network architecture be utilised to transmit data between the squadron leader and the control unit. The gathered information will be sent to the cloud for additional information analysis and forecasting using the K-Means Clustering method.