Hilbert Space Methods in Signal Processing

Informationen zum Autor Rodney Kennedy is a Professor in the Research School of Engineering and the Head of the Applied Signal Processing research group at the Australian National University. He has won a number of prizes in engineering and mathematics, including UNSW University and ATERB Medals. He has supervised more than 40 PhD students and co-authored approximately 300 research papers. He is a Fellow of the IEEE. Parastoo Sadeghi is a Fellow in the Research School of Engineering at the Australian National University. She has published around 70 refereed journal and conference papers and received two IEEE Region 10 paper awards. She is a Senior Member of the IEEE. Klappentext An accessible introduction to Hilbert spaces, combining the theory with applications of Hilbert methods in signal processing. Zusammenfassung This lively and accessible book describes the theory and applications of Hilbert spaces and also presents the history of the subject! in order to reveal the ideas behind theorems and the human struggle that led to them. Specific applications in signal processing are presented in detail. Inhaltsverzeichnis Part I. Hilbert spaces: 1. Introduction; 2. Spaces; Part II. Operators: 3. Introduction to operators; 4. Bounded operators; 5. Compact operators; 6. Integral operators; Part III. Applications: 7. Signals and systems analysis on the 2-sphere; 8. Signal concentration and joint spatio-spectral analysis; 9. Convolution on 2-sphere; 10. Reproducing kernel Hilbert spaces.

Product details

• Authors: Rodney A Kennedy, Rodney A. Kennedy, Rodney A. (Australian National University Kennedy, Rodney A. Sadeghi Kennedy, Kennedy Rodney A., KENNEDY RODNEY SADEGHI PARASTO, Parastoo Sadeghi, Parastoo (Australian National University Sadeghi, Sadeghi Parastoo
• Publisher: Cambridge University Press ELT
• Languages: English
• Product format: Hardback
• Released: 07.03.2013
• EAN: 9781107010031
• ISBN: 978-1-107-01003-1
• No. of pages: 440
• Subjects: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; COMPUTERS / Computer Science, TECHNOLOGY & ENGINEERING / Signals & Signal Processing, MATHEMATICS / Applied, Signal Processing, Applied mathematics, Communications engineering / telecommunications, Digital signal processing (DSP)