Zhang, Wen-An. <br/><br/>
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. 
<br/><br/>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. 
<br/><br/> 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. 
<br/><br/><label>ISBN: </label>9789811007958 
<br/><br/><label>Standard No.: </label>10.1007/978-981-10-0795-8  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Control engineering.<br/>Signal processing.<br/>Telecommunication.<br/>Computer networks .<br/>Control and Systems Theory.<br/>Signal, Speech and Image Processing .<br/>Communications Engineering, Networks.<br/>Computer Communication Networks.
<br/><br/><label>LC Class. No.: </label>TJ212-225 
<br/><br/><label>Dewey Class. No.: </label>629.8312 003