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E-raamat: Multidimensional Systems Theory and Applications

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  • Kirjastus: Springer-Verlag New York Inc.
  • Keel: eng
  • ISBN-13: 9789401702751
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  • Formaat: PDF+DRM
  • Ilmumisaeg: 20-Dec-2013
  • Kirjastus: Springer-Verlag New York Inc.
  • Keel: eng
  • ISBN-13: 9789401702751

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Preface to Second Edition From the time that the original edition was published in 1985, multidimensional systems theory has matured into a discipline of research and teaching with an expanding array of applications. The international journal on Multidimensional Systems and Signal Processing, founded in 1990, is now in its fourteenth year. A biannual international workshop on n-D systems was launched in 1998 and the impressive number of special sessions, mini-symposia, monographs and special issues that have emerged bear testimony to the growing popularity and importance of the subject -matter among scientists in various disciplines including engineering, computer science, geophysics and mathematics. This second edition builds on the fundamentals expounded in the original book with the addition of important developments in theory as well as practice since 1985. Particular attention has been given to the consolidation of basic results, uni­ fication of theory and the diversification of applications. Chapters that remain have been reordered and updated in content and references. Some chapters, considered to be somewhat outdated, have been replaced with newer proven as well as poten­ tially significant results, inspired by some groundbreaking research and directions which are likely to stimulate further research. In addition to the description of some challenging open problems, posed in 1985, which have since been solved, new problems yet to be tackled are also included.

Arvustused

From the reviews of the second edition:









"This new edition presents new results and streamlines the topics. There are 352 references and an index. This is a valuable book being both introductory in nature and oriented towards recent developments." (A. Akutowicz, Zentralblatt MATH, Vol. 1046 (21), 2004)

Muu info

2nd edition
List of Acronyms
xi
List of Notations
xii
Preface xiii
Acknowledgments xvii
Introduction xix
Trends in Multidimensional Systems Theory
1(34)
Introduction
1(1)
Multidimensional Systems Stability
2(13)
Multidimensional Digital Filters
3(6)
Multivariate Networks
9(3)
Delay-Differential Systems
12(1)
Stiff Differential Systems
13(2)
Multipass Processes
15(1)
Multivariate Realization Theory
15(8)
State-space Realization Theory
16(2)
Transform Domain Realization Theory
18(2)
Integral Representation of Positive Real Functions
20(2)
Sum of Squares Representation of a Form in Network Synthesis
22(1)
n-D Problem of Moments and Its Applications in Multidimensional Systems Theory
23(3)
Role of Irreducible Polynomials in Multidimensional Systems Theory
26(1)
Hilbert Transform and Spectral Factorization
27(1)
Conclusions
28(2)
Updates
30(5)
Causal and Weakly Causal 2-D Filters With Applications in Stabilization
35(44)
Scalar 2-D Input/Output Systems
35(3)
Stability
38(5)
Structural Stability
43(1)
Multi-Input Multi-Output Systems
43(1)
Stabilization of Scalar Systems
44(3)
Characterization of Stabilizers for Scalar Systems
47(6)
Stabilization of Strictly Causal Transfer Matrices
53(6)
MIMO Feedback Systems and Their Stabilization
55(4)
Characterization of Stabilizers for MIMO Systems
59(4)
Stabilization of Weakly Causal Systems
63(10)
Stabilization of MIMO Weakly Causal Systems
73(4)
Conclusions
77(1)
Updates
77(2)
The Equation Ax = b Over The Ring C[ z, w]
79(10)
Introduction
79(1)
Sufficient Condition For Solution
79(7)
Appendix A. Zero-Dimensional Polynomial Ideals
86(3)
Grobner Bases: An Algorithmic Method in Polynomial Ideal Theory
89(40)
Introduction
89(2)
Grobner Bases
91(4)
Algorithmic Construction of Grobner Bases
95(3)
An Improved Version of the Algorithm
98(5)
Application: Canonical Simplification, Decision Of Ideal Congruence And Membership, Computation In Residue Class Rings
103(5)
Application: Solvability and Exact Solution of Systems of Algebraic Equations
108(8)
Application: Solution of Linear Homogeneous Equations With Polynomial Coefficients
116(4)
Grobner Bases For Polynomial Ideals Over The Integers
120(4)
Other Applications
124(1)
Specializations, Generalizations, Implementations, Complexity
125(1)
Updates
126(3)
Multivariate Polynomials, Matrices, and Matrix-Fraction Descriptions
129(62)
Introduction
129(2)
Relative Primeness and GCD Extraction from Multivariate Polynomials
131(7)
Tests for Relative Primeness
131(2)
Primitive factorization algorithms for GCD extraction
133(1)
Multivariate GCD extraction from the Sylvester matrix
133(2)
Bezout Matrix Based Method
135(1)
Multivariate Polynomial GCD Extraction from Bezout Matrix
136(2)
Polynomial Matrix Primitive Factorization in the Bivariate Case
138(13)
Primitive Factorization of Bivariate Polynomial Matrices
140(7)
General Factorization of Bivariate Polynomial Matrices
147(4)
Multivariate Polynomial Matrix Factorization
151(10)
Various Types of Multivariate Polynomial Matrix Factorizations
151(1)
Modules
151(4)
Various Degrees of Primeness
155(4)
R-Modules and Vector Spaces
159(2)
Computations for Comprimeness Using Grobner Bases
161(9)
Algorithm for Computing the Right Inverse of ZLC Matrices
162(1)
Minor coprimeness and Grobner Bases
163(5)
Problems in Factor Coprimeness and GCLD (GCRD) Extraction
168(2)
Generalization of the Serre Conjecture and its Consequences
170(6)
Normal Full Rank Matrix Case
170(4)
Factorization Problem in Normal Full Rank Case
174(1)
Degenerate Rank Case
174(2)
Factorization as a Product of Elementary Matrix Factors
176(2)
Applications in Multidimensional Systems Stabilization
178(6)
Behavioral Approach
184(3)
Conclusions
187(4)
Recent Impacts of Multidimensional Systems Research
191(30)
Introduction
191(1)
Inference of Stability of Sets of Multidimensional Systems From Subsets of Low Cardinality
192(8)
Univariate Complex Hurwitz Polynomial Case
192(1)
Multivariate Scattering Hurwitz Polynomial Case
193(5)
Robust Wavenumber Response
198(1)
Stability of Interval Matrix
199(1)
Multiple Deconvolution Operators for Robust Superresolution
200(7)
Recursive Least Squares (RLS) Algorithm for Superresolution
202(4)
Backprojection Algorithm for Superresolution
206(1)
Multisensor Array-Based Superresolution
207(6)
Multisensor High Resolution Image Reconstruction Model
209(2)
Regularization Methods
211(2)
Wavelets for Superresolution
213(3)
Other Recent Applications
216(2)
Conclusions
218(3)
Multivariate Rational Approximants of the Pade-Type
221(10)
Introduction and Motivation
221(1)
Multivariate Pade-Type Approximants (Scalar Case)
222(4)
Pade-Tupe Matrix Approximants
226(1)
Conclusions
227(1)
Updates
228(3)
Old Problem Solutions and Some New Problems
231(12)
Progress Towards Solution of Open Problems since 1985
231(7)
Nonessential Singularities of the Second Kind (NSSK)
231(1)
Rational Spectral Factorization
232(1)
Feedback Stabilization
233(2)
Robust Continuous System Stability
235(1)
Stability of Discrete Systems Under Coefficient Perturbation
236(1)
Robust Stability of Multivariable Systems
237(1)
New Open Problems
238(5)
Greatest Common Left (Right) Divisor Computation
238(1)
Determinantal (Left Right Joint) Factorization
239(1)
Unimodular Completion Over Ring of Proper Stable Multivariate Rational Functions
240(2)
Minimax Controller and Grobner Bases
242(1)
References 243(22)
Index 265