Filtering in Sensor Networks

This chapter is concerned with the distributed filtering methods in sensor networks. It focuses on four distinct methods: H∞ filtering, cooperative filtering, consensus filtering, and fusion filtering. In distributed H∞ filtering, discrete-time systems with missing measurements and communication link failures are considered. In addition, the sensor measurements are unavailable randomly and the communication linked between nodes may be lost.