03261nam 22006015 450 991025422790332120250630101755.0981-10-0795-010.1007/978-981-10-0795-8(CKB)3710000000718006(DE-He213)978-981-10-0795-8(MiAaPQ)EBC4533824(PPN)194075621(EXLCZ)99371000000071800620160527d2016 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierDistributed Fusion Estimation for Sensor Networks with Communication Constraints /by Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu1st ed. 2016.Singapore :Springer Nature Singapore :Imprint: Springer,2016.1 online resource (XII, 210 p. 96 illus., 38 illus. in color.) 981-10-0793-4 Includes bibliographical references at the end of each chapters and index.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.Automatic controlSignal processingTelecommunicationComputer networksControl and Systems TheorySignal, Speech and Image ProcessingCommunications Engineering, NetworksComputer Communication NetworksAutomatic control.Signal processing.Telecommunication.Computer networks.Control and Systems Theory.Signal, Speech and Image Processing.Communications Engineering, Networks.Computer Communication Networks.629.8Zhang Wen-Anauthttp://id.loc.gov/vocabulary/relators/aut1060319Chen Boauthttp://id.loc.gov/vocabulary/relators/autSong Haiyuauthttp://id.loc.gov/vocabulary/relators/autYu Liauthttp://id.loc.gov/vocabulary/relators/autBOOK9910254227903321Distributed Fusion Estimation for Sensor Networks with Communication Constraints2512404UNINA