Multisensor Information Fusion for Condition Based Environment Monitoring

Destructive wildfires are becoming an annual event, similar to climate change, resulting in catastrophes that wreak havoc on both humans and the environment. The result, however, is disastrous, causing irreversible damage ecosystem. location of incident hotspot can sometimes have impact early fire detection systems. With advancement intelligent sensor-based control technologies, multi-sensor data fusion technique integrates from multiple sensor nodes. primary objective avoid wildfire identify exact occurrence, allowing units respond as soon possible. Thus predict occurrence forests, a fast effective system proposed. proposed algorithm with decision tree classification determines whether parameters acceptable range further utilizes fuzzy-based optimization optimize complex experimental results model rate 98.3. Thus, providing real-time monitoring certain environmental variables for continuous situational awareness instant responsiveness.