图书信息:

书  名:Developments in Control Theory Towards Glocal Control
作  者:Li Qiu, Jie Chen, Tetsuya Iwasaki, and Hisaya Fujioka
出 版 社:The Institution of Engineering and Technology
出版日期:2012年 3月
语  种:英文
I S B N:978-1-84919-533-1
页  数:232

内容简介:  

  Glocal control, a term coined by Professor Shinji Hara at The University of Tokyo, represents a new framework for studying behaviour of complex dynamical systems from a feedback control perspective. A large number of dynamical components can be interconnected and interact with each other to form an integrated system with certain functionalities. Such complex systems are found in nature and have been created by man, including gene regulatory networks, neuronal circuits for memory, decision making, and motor control, bird flocking, global climate dynamics, central processing units for computers, electrical power grids, the World Wide Web, and financial markets. A common feature of these systems is that a global property or function emerges as a result of local, distributed, dynamical interactions of components. The objective of 'glocal' (global+local) control is to understand the mechanisms underlying this feature, analyze existing complex systems, and to design and create innovative systems with new functionalities. This book is dedicated to Professor Shinji Hara on the occasion of his 60th birthday, collecting the latest results by leading experts in control theories to lay a solid foundation towards the establishment of glocal control theory in the coming decades.


英文目录:

Preface
Selected Publications of Shinji Hara
List of Contributors
PART I Robust and Optimal Control
1 Measurement-based control design for unknown systems
  Abstract
  1.1 Introduction
  1.2 Linear networks
  1.3 Controller design for an unknown system
  1.4 Concluding remarks
  Acknowledgment
  References
2 Quantized linear quadratic Gaussian control for scalar systems
  Abstract
  2.1 Introduction
  2.2 Problem statement
  2.3 Weak separation principle and quantized state estimation
  2.4 Quantized LQG control for a scalar system
  2.5 Conclusion
  References
3 Robust H∞ filter design for nonuniformly sampled systems
  Abstract
  3.1 Introduction
  3.2 Problem statement
  3.3 Preliminaries
  3.4 Main results
    3.4.1 Analysis
    3.4.2 Design
  3.5 Numerical example
  3.6 Concluding remarks
  Acknowledgment
  References
4 Analysis of frequency response across switching
  Abstract
  4.1 Introduction
  4.2 Problem statement
  4.3 Main results
  4.4 Numerical example
  References
5 Optimal tracking and power allocation over AWN feedback channels
  Abstract
  5.1 Introduction
  5.2 Preliminaries and problem formulation
  5.3 Stabilizability
  5.4 Optimal tracking performance
  5.5 Conclusion
  Acknowledgments
  References
6 Stability analysis for a class of Hamiltonian systems with digital control
  Abstract
  6.1 Introduction
  6.2 Problem setup
  6.3 Main results
    6.3.1 Robustness analysis approach
    6.3.2 Stability analysis
  6.4 Numerical example
  6.5 Conclusion
  References
PART II Mathematical System and Control Theory
7 Maximizing mutual information between random variables and applications to order reduction of stochastic processes
  Abstract
  7.1 Introduction
  7.2 The variation of information metric
  7.3 MMI as an optimization problem
  7.4 A greedy algorithm for MMI in the nm case
  7.5 All optimal reduced-order approximations are aggregations
  7.6 Finding an optimal aggregation: a reformulation
  7.7 Conclusions
  Acknowledgment
  References
8 On compact sets in the graph topology
  Abstract
  8.1 Introduction
  8.2 Preliminaries
    8.2.1 Coprimeness
    8.2.2 The graph topology
  8.3 On compact sets in the graph topology
    8.3.1 MIMO case
  8.4 Application to approximate system design
    8.4.1 Approximation in sampled-data systems
    8.4.2 General approximation results
  References
9 Matrix pencils in time and frequency domain system identification
  Abstract
  9.1 Introduction
  9.2 Frequency domain system identification
  9.3 Time domain system identification
    9.3.1 Subspace identification
    9.3.2 Matrix pencil approach
      9.3.2.1 Zero initial conditions
      9.3.2.2 Example
  9.4 Conclusion
  Reference
10 Identification of nonparametric piecewise affine models via data compression
  Abstract
  10.1 Introduction
  10.2 Data-based PWA map
  10.3 Problem description
  10.4 Identification based on data compression
    10.4.1 Measure of model complexity
    10.4.2 Reduction to optimization problem
  10.5 Experiment with a DC motor system
  10.6 Conclusion
  References
11 Performance benefits in two-axle railway vehicle suspensions employing inerters
  Abstract
  11.1 Introduction
  11.2 Background on the inerter
  11.3 Two-axle railway vehicles models and track inputs
  11.4 Candidate suspension structures
  11.5 Performance benefits of minimizing the vertical body acceleration J1
  11.6 Concluding remarks
  Acknowledgment
  References
12 Stabilization of quantum spin systems via continuous feedback control
  Abstract
  12.1 Introduction
  12.2 Formulation
  12.3 Main result
  12.4 Numerical example
  12.5 Conclusion
  References
PART III Networked Dynamical Systems and Glocal Control 119
13 Combining distance-based formation shape control with formation translation
  Abstract
  13.1 Introduction
  13.2 Review of background theory
    13.2.1 Notation
    13.2.2 Shape control
    13.2.3 Flocking behavior
  13.3 Combining shape control and flocking
    13.3.1 Undirected consensus graph
    13.3.2 Undirected consensus graph except for introduction of leader
    13.3.3 Directed consensus graph
  13.4 Simulations
  13.5 Conclusions
  Acknowledgments
  References
14 Energy management in wireless sensor networks
  Abstract
  14.1 Introduction
    14.1.1 Pervasive networked sensing
    14.1.2 Energy management
    14.1.3 Summary of results
  14.2 Problem formulation
    14.2.1 System setup
    14.2.2 Battery modeling
    14.2.3 Task abstraction
    14.2.4 System lifetime
    14.2.5 Energy state estimation and certainty equivalence
  14.3 Main results: no random failures
  14.4 Main results: random failures
  14.5 Conclusions and future work
  References
15 Distributed randomized PageRank algorithms over unreliable channels
  Abstract
  15.1 Introduction
  15.2 The PageRank problem
  15.3 Distributed algorithm under Markovian communication
  15.4 Convergence properties of the distributed algorithm
  15.5 Conclusion
  Acknowledgments
  References
16 Stabilization of multi-input networked control systems over additive white Gaussian noise channels
  Abstract
  16.1 Introduction
  16.2 Problem formulation
  16.3 Preliminary on optimal control
  16.4 Main result
  16.5 An illustrative example
  16.6 Conclusion
  Acknowledgments
  References
17 Clustering of large-scale dynamical networks for glocal control
  Abstract
  17.1 Introduction
  17.2 Network clustering for hierarchical modeling
    17.2.1 Problem formulation
    17.2.2 Cluster reducibility
    17.2.3 Numerical examples
  17.3 Toward hierarchical distributed observer
  17.4 Concluding remarks
  References
18 Glocal control for natural oscillations
  Abstract
  18.1 Introduction
  18.2 Problem formulation and approach
    18.2.1 Problem statement
    18.2.2 Multivariable harmonic balance
  18.3 Natural entrainment analysis
    18.3.1 The MHB condition
    18.3.2 Stability analysis and existence of oscillations
  18.4 Conclusion
  Acknowledgment
  References
In Memory of Hisaya Fujioka
Index
 


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