Blind Equalization and System Identification

Batch Processing Algorithms, Performance and Applications
2006. Auflage 2005
ISBN: 978-1-84628-022-1
Verlag: Springer

Buch, Englisch, 469 Seiten, Format (B × H): 157 mm x 239 mm, Gewicht: 735 g

The absence of training signals from many kinds of transmission necessitates the widespread use of blind equalization and system identification. There have been many algorithms developed for these purposes, working with one- or two-dimensional signals and with single-input single-output or multiple-input multiple-output, real or complex systems. It is now time for a unified treatment of this subject, pointing out the common characteristics of these algorithms as well as learning from their different perspectives. "Blind Equalization and System Identification" provides such a unified treatment presenting theory, performance analysis, simulation, implementation and applications.

This is a textbook for graduate courses in discrete-time random processes, statistical signal processing, and blind equalization and system identification. It contains material which will also interest researchers and engineers working in digital communications, source separation, speech processing, and other, similar applications.

Zielgruppe

Research

Autoren/Hrsg.

Chi, Chong-Yung

Feng, Chih-Chun

Chen, Chii-Horng

Chen, Ching-Yung

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Logik, formale Sprachen, Automaten
• Geowissenschaften Geographie | Raumplanung Geodäsie, Kartographie, GIS, Fernerkundung
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Grafikprogrammierung
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmierung: Methoden und Allgemeines
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Spiele-Programmierung, Rendering, Animation
• Geowissenschaften Geologie Geodäsie, Kartographie, Fernerkundung
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Fernmeldetechnik
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Geowissenschaften Geologie Geophysik
• Naturwissenschaften Physik Angewandte Physik Geophysik

Inhaltsverzeichnis

Mathematical Background.- Fundamentals of Statistical Signal Processing.- SISO Blind Equalization Algorithms.- MIMO Blind Equalization Algorithms.- Applications of MIMO Blind Equalization Algorithms.- Two-Dimensional Blind Deconvolution Algorithms.- Applications of Two-Dimensional Blind Deconvolution Algorithms.

Über Autor(innen)

Doctor Chong-Yung Chi is a Professor with the Department of Electrical Engineering, National Tsing Hua University, Taiwan. From July 1983 to September 1988, he was with the Jet Propulsion Laboratory, Pasadena, California, where he worked on the design of various spaceborne radar remote sensing systems including radar scatterometers, SAR’s, altimeters, and rain mapping radars. From October 1988 to July 1989, he was a visiting specialist at the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, RoC. Since August 1989, Professor Chi has been a Professor with the Department of Electrical Engineering and since August 2002, the Chairman of Institute of Communications Engineering at the National Tsing Hua University, Hsinchu, Taiwan. He was a visiting researcher, at the Advanced Telecommunications Research Institute International, Kyoto, Japan, in May and June 2001. He has published more than 110 technical papers in radar remote sensing, system identification and estimation theory, deconvolution and channel equalization, digital filter design, spectral estimation, and higher-order statistics-based signal processing. His research interests include signal processing for wireless communications, statistical signal processing and digital signal processing and their applications.

Dr. Chi is a member of the Society of Exploration Geophysicists, the European Association for Signal Processing, and an active member of the Chinese Institute of Electrical Engineering. He has served on numerous symposium and conference boards and is currently an Associate Editor for the and an Editorial Board Member EURASIP .

Doctors Chih-Chun Feng and Ching-Yung Chen are engineers with the Transmission Technology Department, Digital Vedio and Optical Communiations Technologies Division, Computer and Communications Research Laboratories, Industrial TechnologyResearch Institute, Taiwan. They are engaged in developing digital communication systems and algorithms which focus on baseband signal processing design.

Doctor Chii-Horng Chen is an engineer with ADMtek Incorpolated, Taiwan. He is engaged in developing signal processing algorithms for IEEE 802.11b/a/g/h WLAN baseband systems.