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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Elektronik, Elektro- und Nachrichtentechnik Nonlinear Stochastic Systems with Network-Induced Phenomena
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Nonlinear Stochastic Systems with Network-Induced Phenomena
Jun Hu, Zidong Wang, Huijun Gao (Taschenbuch, Englisch)
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Beschreibung
This monograph introduces methods for handling filtering and control problems in nonlinear stochastic systems arising from network-induced phenomena consequent on limited communication capacity. Such phenomena include communication delay, packet dropout, signal quantization or saturation, randomly occurring nonlinearities and randomly occurring uncertainties.
The text is self-contained, beginning… with an introduction to nonlinear stochastic systems, network-induced phenomena and filtering and control, moving through a collection of the latest research results which focuses on the three aspects of:
· the state-of-the-art of nonlinear filtering and control;
· recent advances in recursive filtering and sliding mode control; and
· their potential for application in networked control systems, and concluding with some ideas for future research work. New concepts such as the randomly occurring uncertainty and the probability-constrained performance index are proposed to make the network models as realistic as possible. The power of combinations of such recent tools as the completing-the-square and sums-of-squares techniques, Hamilton‒Jacobi‒Isaacs matrix inequalities, difference linear matrix inequalities and parameter-dependent matrix inequalities is exploited in treating the mathematical and computational challenges arising from nonlinearity and stochasticity.
Nonlinear Stochastic Systems with Network-Induced Phenomena
establishes a unified framework of control and filtering which will be of value to academic researchers in bringing structure to problems associated with an important class of networked system and offering new means of solving them. The significance of the new concepts, models and methods presented for practical control engineering and signal processing will also make it a valuable reference for engineers dealing with nonlinear control and filteringproblems. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
17.09.2016
Sprache
Englisch
EAN
9783319359298
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Jun Hu, Zidong Wang, Huijun Gao
Seitenanzahl
223
Auflage
1
Einbandart
Taschenbuch
Buch Untertitel
Recursive Filtering and Sliding-Mode Design
Schlagwörter
Communication Delay, Network-induced Phenomena, Nonlinear Systems, Packet Dropout, Randomly-occurring Uncertainties, Recursive Filtering, Signal Quantization, Signal Saturation, Sliding-mode Design, Stochastic Systems
Thema-Inhalt
TJFM - Regelungstechnik
PBT - Wahrscheinlichkeitsrechnung und Statistik
PBWL - Stochastik
TJK - Nachrichtententechnik, Telekommunikation
GPFC - Kybernetik und Systemtheorie
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, ProductSafety@springernature.com
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