Distributed Fusion Estimation for Sensor Networks with Communication Constraints [electronic resource] /
by Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu.
- 1st ed. 2016.
- XII, 210 p. 96 illus., 38 illus. in color. online resource.
Introduction -- Multi-Rate Kalman Fusion Estimation for WSNs -- Kalman Fusion Estimation for WSNs with Non-Uniform Estimation Rates -- H1 Fusion Estimation for WSNs with Non-Uniform Sampling Rates -- Fusion Estimation for WSNs Using Dimension Reduction Method -- H1 Fusion Estimation for WSNs with Quantization -- Hierarchical Asynchronous Fusion Estimation for WSNs -- Fusion Estimation for WSNs with Delayed Measurements -- Fusion Estimation for WSNs with Delays and Packet Losses.
This book systematically presents energy-efficient robust fusion estimation methods to achieve thorough and comprehensive results in the context of network-based fusion estimation. It summarizes recent findings on fusion estimation with communication constraints; several novel energy-efficient and robust design methods for dealing with energy constraints and network-induced uncertainties are presented, such as delays, packet losses, and asynchronous information... All the results are presented as algorithms, which are convenient for practical applications.
9789811007958
10.1007/978-981-10-0795-8 doi
Control engineering. Signal processing. Telecommunication. Computer networks . Control and Systems Theory. Signal, Speech and Image Processing . Communications Engineering, Networks. Computer Communication Networks.