Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Tensor Product Model Transformation in Polytopic Model-Based Control (Automation and Control Engineering)

Buy

Tensor Product Model Transformation in Polytopic Model-Based Control offers a new perspective of control system design. Instead of relying solely on the formulation of more effective LMIs, which is the widely adopted approach in existing LMI-related studies, this cutting-edge book calls for a systematic modification and reshaping of the polytopic convex hull to achieve enhanced performance. Varying the convexity of the resulting TP canonical form is a key new feature of the approach. The book concentrates on reducing analytical derivations in the design process, echoing the recent paradigm shift on the acceptance of numerical solution as a valid form of output to control system problems. The salient features of the book include:

  • Presents a new HOSVD-based canonical representation for (qLPV) models that enables trade-offs between approximation accuracy and computation complexity
  • Supports a conceptually new control design methodology by proposing TP model transformation that offers a straightforward way of manipulating different types of convexity to appear in polytopic representation
  • Introduces a numerical transformation that has the advantage of readily accommodating models described by non-conventional modeling and identification approaches, such as neural networks and fuzzy rules
  • Presents a number of practical examples to demonstrate the application of the approach to generate control system design for complex (qLPV) systems and multiple control objectives.

The authors’ approach is based on an extended version of singular value decomposition applicable to hyperdimensional tensors. Under the approach, trade-offs between approximation accuracy and computation complexity can be performed through the singular values to be retained in the process. The use of LMIs enables the incorporation of multiple performance objectives into the control design problem and assurance of a solution via convex optimization if feasible. Tensor Product Model Transformation in Polytopic Model-Based Control includes examples and incorporates MATLAB® Toolbox TPtool. It provides a reference guide for graduate students, researchers, engineers, and practitioners who are dealing with nonlinear systems control applications.

(HTML tags aren't allowed.)

Home Networking For Dummies (Computer/Tech)
Home Networking For Dummies (Computer/Tech)

Integrate a Vista PC into your existing XP network

Share the Internet and work more efficiently from anywhere in your home!

Ready to become the administrator of your own home network? This bestselling guide has been fully updated to walk you through all the newest options...

Creativity in the Schizophrenia Spectrum: A Special Issue of the creativity Research Journal (Creativity Research Journal Volume 13, Number 1)
Creativity in the Schizophrenia Spectrum: A Special Issue of the creativity Research Journal (Creativity Research Journal Volume 13, Number 1)

The articles in this special issue seek to re-examine the relationship between creativity and the schizophrenia spectrum of disorders in the wake of recent research and theorizing. They revisit both empirical and conceptual findings and issues regarding connections between the schizophrenia spectrum of disorders: schizotypy, psychotic-like...

Easy CDs & DVDs
Easy CDs & DVDs

Easy Creating CDs and DVDs is a visual how-to guide that details a task through screenshots with clear explanations, and supplements each task with useful hints and tips to explain the process more fully. It's a simple, easy to follow, step-by-step guide for the beginner on adding data, audio and digital video to CDs and DVDs. By using popular...


Residue Number Systems: Theory and Implementation (Advances in Computer Science and Engineering Texts)
Residue Number Systems: Theory and Implementation (Advances in Computer Science and Engineering Texts)
This book provides an up-to-date account of RNSs and arithmetic. It covers the underlying mathematical concepts of RNSs; the conversion between conventional number systems and RNSs; the implementation of arithmetic operations; various related applications are also introduced. In addition, numerous detailed examples and analysis of different...
Migrating Applications to IPv6
Migrating Applications to IPv6

How badly will IPv6 break your application? What do you need to consider to make your application “IPv6-ready”? What questions should you ask?

In the ideal world, your application should “just work” on IPv6, just as it does on IPv4. However, in the real world, application issues crop up. These could be...

MATLAB Programming for Engineers
MATLAB Programming for Engineers
The first text of its kind, Stephen Chapman's best selling book on MATLAB has now been updated to reflect MATLAB 6.0. The first edition has been highly successful in engineering schools where introductory programming is taught using MATLAB rather than a traditional programming language. Although C, C++, and Java suit the needs of computer science...
©2021 LearnIT (support@pdfchm.net) - Privacy Policy