书目名称 | Nonlinear Stochastic Systems with Incomplete Information | 副标题 | Filtering and Contro | 编辑 | Bo Shen,Zidong Wang,Huisheng Shu | 视频video | | 概述 | Shows the reader how to deal with the issue of network-induced incomplete information.Provides the reader with an account of well-motivated research problems with simulation examples given in each cha | 图书封面 |  | 描述 | Nonlinear Stochastic Processes addresses the frequently-encountered problem of incomplete information. The causes of this problem considered here include: missing measurements; sensor delays and saturation; quantization effects; and signal sampling. .Divided into three parts, the text begins with a focus on H∞ filtering and control problems associated with general classes of nonlinear stochastic discrete-time systems. Filtering problems are considered in the second part, and in the third the theory and techniques previously developed are applied to the solution of issues arising in complex networks with the design of sampled-data-based controllers and filters. .Among its highlights, the text provides: .• a unified framework for filtering and control problems in complex communication networks with limited bandwidth; .• new concepts such as random sensor and signal saturations for more realistic modeling; and .• demonstration of the use of techniques such as the Hamilton–Jacobi–Isaacs, difference linear matrix, and parameter-dependent matrix inequalities and sums of squares to handle the computational challenges inherent in these systems. .The collection of recent research results pr | 出版日期 | Book 2013 | 关键词 | Estimation and Filtering; Incomplete Information; Networked Control; Nonlinear Control; Stochastic Contr | 版次 | 1 | doi | https://doi.org/10.1007/978-1-4471-4914-9 | isbn_softcover | 978-1-4471-6000-7 | isbn_ebook | 978-1-4471-4914-9 | copyright | Springer-Verlag London 2013 |
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