Statistical Methods in Control & Signal Processing : Electrical and Computer Engineering - Sueo Sugimoto

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Statistical Methods in Control & Signal Processing

Name: Statistical Methods in Control & Signal Processing
Brand: MARCEL DEKKER INC
Price: 645.9 AUD
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By: Sueo Sugimoto, Tohru Katayama

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Hardcover | 8 August 1997 | Edition Number 1

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553 Pages

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22.9 x 15.2 x 3.18

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This readily accessible volume documents the latest developments in statistical modeling, identification, estimation, and signal processing, presenting state-of-the-art statistical and stochastic methods for the analysis and design of technological systems in engineering and applied areas. Requiring only a basic knowledge of statistics and stochastic processes, Statistical Methods in Control and Signal Processing furnishes self-contained chapters on a wide range of topics, such as subspace methods...stochastic realization...state space modeling...identification and parameter estimation...H[subscript 2] and H[subscript infinity] filtering...fuzzy modeling...statistical models of economic behavior...time-series and pattern analyses...blind deconvolution...radar and array signal processing...detection...image processing...and more. Supplemented with over 2100 references, tables, equations, drawings, and micrographs, this timely work is appropriate for electrical and electronics engineers, applied scientists in control and signal processing, applied statisticians, and upper-level undergraduate and graduate students in these disciplines. Book jacket.

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Preface	p. iii
Contributors	p. xi
Modeling, Identification, and Estimation
Stochastic Realization and System Identification	p. 1
General State Space Modeling	p. 37
Canonical Variate Analysis in Control and Signal Processing	p. 83
Models in Generalized MA Form for Identification of Continuous-Time Systems	p. 121
Multiresolution Approach to Identification of System Impulse Response	p. 149
Comparative Study of Rank Test Methods for ARMA Order Estimation	p. 179
A MAP Recursive Nonlinear Filtering	p. 217
Stochastic Properties of the H[subscript infinity] Filter	p. 239
Reduced Order Functional Estimator for Linear Stochastic Systems	p. 257
Shares in Emergent Markets: Dynamics and Statistical Properties of Equilibrium Classification of Agents in Evolutionary Models	p. 273
Fuzzy Random Data Obtained as Vague Perceptions of Random Phenomena	p. 299
Signal Processing
Theory of Cyclostationary Processes and Its Applications	p. 327
Stochastic System Identification Using Polyspectra	p. 355
Blind Deconvolution of Multichannel Linear Time-Invariant Systems of Nonminimum Phase	p. 375
Bayesian Approaches for Robust Array Signal Processing	p. 399
Selected Stochastic Methods and Signal Processing Used in Radar Systems	p. 431
Statistical Methods for Robust Change Detection in Dynamical Systems with Model Uncertainty	p. 453
Detecting Changes in Acting Stochastic Models and Model Implementation via Stochastic Binary Neural Networks	p. 481
Invariant Features Associated with a Conditional Distribution Induced by Self-Similar Patterns	p. 499
Gibbs Random Image Models and Sampling	p. 525
Index	p. 545
Table of Contents provided by Ingram. All Rights Reserved.

Statistical Methods in Control & Signal Processing

At a Glance

Hardcover

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How to return your order

Defective items

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