Discrete-Time Linear Systems

Theory and Design with Applications
2012
ISBN: 978-1-4614-2280-8
Verlag: Springer US

Buch, Englisch, 452 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 863 g

Discrete-Time Linear Systems: Theory and Design with Applications combines system theory and design in order to show the importance of system theory and its role in system design. The book focuses on system theory (including optimal state feedback and optimal state estimation) and system design (with applications to feedback control systems and wireless transceivers, plus system identification and channel estimation).

Zielgruppe

Graduate

Autoren/Hrsg.

Gu, Guoxiang

Fachgebiete

• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Mathematik | Informatik Mathematik Mathematik Interdisziplinär Systemtheorie
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Mobilfunk- und Drahtlosnetzwerke & Anwendungen
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Kybernetik, Systemtheorie, Komplexe Systeme

Inhaltsverzeichnis

Introduction.- Signals and Systems.- Linear System Theory.- Model Reduction.- Optimal Estimation and Control.- Design of Feedback Control Systems.- Design of Wireless Transceivers.- System Identification.- Appendix A: Linear Algebra.- Appendix B: Random Variables and Processes.- Appendix C: Transfer Function Matrices.

Über Autor(innen)

Professor Gu has taught the graduate level courses in systems engineering and design for many years and this book has evolved from course notes. As he has taught the course he has encountered students from the control area who want to pursue their study in wireless communications and students from the communication and signal processing areas who want to learn optimal estimation theory in order to solve their research problems.