Linear Systems Theory

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Format: Hardcover
Pub. Date: 2004-10-30
Publisher(s): Birkhauser
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Summary

This text is the first comprehensive treatment of structural decompositions of various types of linear systems, including autonomous, unforced or unsensed, strictly proper, non-strictly proper, and descriptor or singular systems. Structural properties play an important role in the understanding of linear systems and also provide insight to facilitate the solution of control problems related to stabilization, disturbance decoupling, robust and optimal control. Applications can be extended to industrial process control, aircraft and ship control, process automation control, and many other types of engineering systems.The authors employ a unique structural decomposition approach to break down an overall system into various subsystems, each with distinct features. The simplicity of these subsystems and their interconnections lead to deep insight about the design of feedback control systems for desired closed-loop performance, stability, and robustness. All results and case studies are presented in both continuous- and discrete-time settings. Exercises, as well as MATLAB-based computational and design algorithms utilizing the Linear Systems Toolkit, are included to reinforce and demonstrate the concepts treated throughout the book.Topics covered include:* Basic Concepts of Linear Systems Theory* Decomposition of Unforced and/or Unsensed Systems, Proper Systems and their Properties* Decomposition of Descriptor Systems and their Properties* Cascade and Inner-Outer Factorizations* Structural Assignment through Sensor/Actuator Selections* State Feedback Control with Time-Scale and Eigenstructure Assignment* Disturbance Decoupling with Static Output FeedbackLinear Systems Theory may be used as a textbook for advanced undergraduate and graduate students in aeronautics and astronautics, applied mathematics, chemical, electrical and mechanical engineering. It may also serve as a valuable self-study reference for researchers and engineering practitioners in areas related to systems and control theory.

Table of Contents

Preface xi
Introduction and Preview
1(8)
Motivation
1(2)
Preview of Each Chapter
3(3)
Notation
6(3)
Mathematical Background
9(22)
Introduction
9(1)
Vector Spaces and Subspaces
9(3)
Matrix Algebra and Properties
12(14)
Determinant, Inverse and Differentiation
13(2)
Rank, Eigenvalues and Jordan Form
15(3)
Special Matrices
18(4)
Singular Value Decomposition
22(4)
Norms
26(5)
Norms of Vectors
26(1)
Norms of Matrices
26(1)
Norms of Continuous-time Signals
27(1)
Norms of Discrete-time Signals
28(1)
Norms of Continuous-time Systems
28(1)
Norms of Discrete-time Systems
29(2)
Review of Linear Systems Theory
31(38)
Introduction
31(2)
Dynamical Responses
33(2)
System Stability
35(5)
Controllability and Observability
40(7)
System Invertibilities
47(2)
Normal Rank, Finite Zeros and Infinite Zeros
49(6)
Geometric Subspaces
55(6)
Properties of State Feedback and Output Injection
61(3)
Exercises
64(5)
Decompositions of Unforced and/or Unsensed Systems
69(38)
Introduction
69(1)
Autonomous Systems
70(9)
Unforced Systems
79(16)
Unsensed Systems
95(8)
Exercises
103(4)
Decompositions of Proper Systems
107(82)
Introduction
107(1)
SISO Systems
108(9)
Strictly Proper Systems
117(36)
Nonstrictly Proper Systems
153(10)
Proofs of Properties of Structural Decomposition
163(11)
Kronecker and Smith Forms of the System Matrix
174(7)
Discrete-time Systems
181(2)
Exercises
183(6)
Decompositions of Descriptor Systems
189(38)
Introduction
189(4)
SISO Descriptor Systems
193(8)
MIMO Descriptor Systems
201(7)
Proofs of Theorem 6.3.1 and Its Properties
208(13)
Discrete-time Descriptor Systems
221(2)
Exercises
223(4)
Structural Mappings of Bilinear Transformations
227(30)
Introduction
227(1)
Mapping of Continuous- to Discrete-time Systems
228(7)
Mapping of Discrete- to Continuous-time Systems
235(5)
Proof of Theorem 7.2.1
240(15)
Exercises
255(2)
System Factorizations
257(30)
Introduction
257(2)
Strictly Proper Systems
259(10)
Nonstrictly Proper Systems
269(9)
Discrete-time Systems
278(6)
Exercises
284(3)
Structural Assignment via Sensor/Actuator Selection
287(26)
Introduction
287(2)
Simultaneous Finite and Infinite Zero Placement
289(8)
SISO Systems
289(4)
MIMO Systems
293(4)
Complete Structural Assignment
297(12)
Exercises
309(4)
Time-Scale and Eigenstructure Assignment via State Feedback
313(28)
Introduction
313(1)
Continuous-time Systems
314(18)
Design Procedures and Fundamental Properties
314(11)
H2 Control, H∞ Control and Disturbance Decoupling
325(7)
Discrete-time Systems
332(5)
Design Procedures and Fundamental Properties
332(2)
H2 Control, H∞ Control and Disturbance Decoupling
334(3)
Exercises
337(4)
Disturbance Decoupling with Static Output Feedback
341(26)
Introduction
341(2)
Left Invertible Systems
343(6)
General Multivariable Systems
349(17)
Exercises
366(1)
A Software Toolkit
367(28)
Introduction
367(2)
Descriptions of m-Functions
369(26)
Decompositions of Autonomous Systems
370(1)
Decompositions of Unforced and Unsensed Systems
371(3)
Decompositions and Properties of Proper Systems
374(6)
Operations of Vector Subspaces
380(1)
Decompositions and Properties of Descriptor Systems
381(2)
System Factorizations
383(2)
Structural Assignment via Sensor/Actuator Selection
385(1)
State Feedback Control with Eigenstructure Assignment
386(7)
Disturbance Decoupling with Static Output Feedback
393(2)
Bibliography 395(14)
Index 409

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