Control of Linear Systems with Regulation and Input Constraints, Ali Saberi; Anton A. Stoorvogel; Peddapullaiah San

Автор: M?nks
Название: Information Fusion Under Consideration of Conflicting Input Signals
ISBN: 3662537516 ISBN-13(EAN): 9783662537510
Издательство: Springer
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Цена: 83850.00 T
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Описание: This work proposes the multilayered information fusion system MACRO (multilayer attribute-based conflict-reducing observation) and the µBalTLCS (fuzzified balanced two-layer conflict solving) fusion algorithm to reduce the impact of conflicts on the fusion result. In addition, a sensor defect detection method, which is based on the continuous monitoring of sensor reliabilities, is presented. The performances of the contributions are shown by their evaluation in the scope of both a publicly available data set and a machine condition monitoring application under laboratory conditions. Here, the MACRO system yields the best results compared to state-of-the-art fusion mechanisms.

Автор: Zhang
Название: Distributed Fusion Estimation for Sensor Networks with Communication Constraints
ISBN: 9811007934 ISBN-13(EAN): 9789811007934
Издательство: Springer
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Цена: 121890.00 T
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Описание: Thisbook systematically presents energy-efficient robust fusion estimation methodsto achieve thorough and comprehensive results in the context of network-basedfusion estimation. It summarizes recent findings on fusion estimation withcommunication constraints; several novel energy-efficient and robust designmethods for dealing with energy constraints and network-induced uncertaintiesare presented, such as delays, packet losses, and asynchronous information...All the results are presented as algorithms, which are convenient for practicalapplications.