Monitoring of environment by energy efficient usage of wireless sensor networks

The paper presents an energy efficient solution based on wireless sensor networks for monitoring of the environment by traffic control. The algorithm is based on Fuzzy ART model of neural networks. Our system provides high dimensionality reduction when sending only the classified data and transferring only the new data in given time series. In this way, the system can be very energy efficient for monitoring of not frequent events.