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Book
Nonlinear stochastic systems with incomplete information : filtering and control
Authors: --- ---
ISBN: 1447149130 1447160002 1447149149 1299197159 Year: 2013 Publisher: London : Springer,

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Abstract

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 handling 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 presented in Nonlinear Stochastic Processes will be of interest to academic researchers in control and signal processing. Graduate students working with communication networks with lossy information and control of stochastic systems will also benefit from reading the book.

Keywords

Distribution (Probability theory. --- Engineering. --- Nonlinear theories. --- Stochastic partial differential equations. --- Stochastic systems. --- Systems theory. --- Telecommunication. --- Stochastic systems --- Nonlinear control theory --- Mechanical Engineering --- Engineering & Applied Sciences --- Mechanical Engineering - General --- Nonlinear problems --- Nonlinearity (Mathematics) --- Systems, Stochastic --- System theory. --- Probabilities. --- Control engineering. --- Electrical engineering. --- Control. --- Probability Theory and Stochastic Processes. --- Communications Engineering, Networks. --- Signal, Image and Speech Processing. --- Systems Theory, Control. --- Calculus --- Mathematical analysis --- Mathematical physics --- Stochastic processes --- System analysis --- Control and Systems Theory. --- Electric communication --- Mass communication --- Telecom --- Telecommunication industry --- Telecommunications --- Communication --- Information theory --- Telecommuting --- Distribution functions --- Frequency distribution --- Characteristic functions --- Probabilities --- Signal processing. --- Image processing. --- Speech processing systems. --- Systems, Theory of --- Systems science --- Science --- Computational linguistics --- Electronic systems --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Electric engineering --- Engineering --- Probability --- Statistical inference --- Combinations --- Mathematics --- Chance --- Least squares --- Mathematical statistics --- Risk --- Control engineering --- Control equipment --- Control theory --- Engineering instruments --- Automation --- Programmable controllers --- Philosophy --- Nonlinear control theory.


Book
Proceedings of the European Conference on Complex Systems 2012
Authors: --- ---
ISBN: 3319003941 331900395X Year: 2013 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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Abstract

The European Conference on Complex Systems, held under the patronage of the Complex Systems Society, is an annual event that has become the leading European conference devoted to complexity science. ECCS'12, its ninth edition, took place in Brussels, during the first week of September 2012. It gathered about 650 scholars representing a wide range of topics relating to complex systems research, with emphasis on interdisciplinary approaches. More specifically, the following tracks were covered:  1. Foundations of Complex Systems 2. Complexity, Information and Computation 3. Prediction, Policy and Planning, Environment 4. Biological Complexity 5. Interacting Populations, Collective Behavior 6. Social Systems, Economics and Finance This book contains a selection of the contributions presented at the conference and its satellite meetings. Its contents reflect the extent, diversity and richness of research areas in the field, both fundamental and applied.  .

Keywords

Physics --- Physical Sciences & Mathematics --- Atomic Physics --- Computational complexity. --- System theory. --- Systems, Theory of --- Systems science --- Complexity, Computational --- Physics. --- Operations research. --- Decision making. --- Systems biology. --- Statistical physics. --- Dynamical systems. --- Statistics. --- Complexity, Computational. --- Statistical Physics, Dynamical Systems and Complexity. --- Complexity. --- Operation Research/Decision Theory. --- Systems Biology. --- Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. --- Statistics for Social Science, Behavioral Science, Education, Public Policy, and Law. --- Electronic data processing --- Machine theory --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Dynamical systems --- Kinetics --- Mechanics, Analytic --- Force and energy --- Mechanics --- Statics --- Mathematical statistics --- Computational biology --- Bioinformatics --- Biological systems --- Molecular biology --- Deciding --- Decision (Psychology) --- Decision analysis --- Decision processes --- Making decisions --- Management --- Management decisions --- Choice (Psychology) --- Problem solving --- Operational analysis --- Operational research --- Industrial engineering --- Management science --- Research --- System theory --- Natural philosophy --- Philosophy, Natural --- Physical sciences --- Dynamics --- Decision making --- Science --- Philosophy --- Engineering. --- Biological models. --- Complex Systems. --- Operations Research/Decision Theory. --- Statistics for Social Sciences, Humanities, Law. --- Statistical Physics and Dynamical Systems. --- Models, Biological --- Construction --- Industrial arts --- Technology --- Statistics . --- Dynamics. --- Nonlinear theories. --- Bioinformatics. --- Social sciences --- Mathematical physics. --- Applied Dynamical Systems. --- Operations Research and Decision Theory. --- Computational and Systems Biology. --- Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy. --- Theoretical, Mathematical and Computational Physics. --- Statistical methods. --- Physical mathematics --- Bio-informatics --- Biological informatics --- Biology --- Information science --- Systems biology --- Nonlinear problems --- Nonlinearity (Mathematics) --- Calculus --- Mathematical analysis --- Mathematical physics --- Data processing

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