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PT2: Nonlinear Signal
Processing for Applications
In Broadband Communications
Monday, 29 December, 15:15 - 15:45
Rui J.P. de Figueiredo Professor
Laboratory for Intelligent Signal Processing and Communications
University of California, Irvine CA 92697-2625
Phone:
(949) 824-7043, Fax: (949) 824-2321
Email : rui@uci.edu
ABSTRACT
A number of challenges and opportunities
are arising in nonlinear signal processing in the context
of the emerging technologies driving applications in broadband
communications. We will begin by briefly discussing some of
these applications in telecommunications, information processing
systems, and electronic power processing systems. The lecture
will then focus on NONLINEAR challenges and opportunities
by listing some of the important nonlinear problems; the conceptual
issues involved in their rigorous formulation and solution;
and illustrating some proposed approaches by means of results
obtained for the following specific applications: (i) Nonlinear
image contrast sharpening based on Munsell's scale in order
to enhance human perception; (ii) Nonlinear adaptive prediction
of the speech signal; (iii) AI-based exploitation of diversity
in the wireless channel; (iv) Network-problem-alerting for
cell-phone network carriers; and (v) Non-Gaussian noise suppression
in video and voice communication systems.
BRIEF BIOGRAPHY
Rui J. P. de Figueiredo, B.S. and M.S.
(Electrical Engineering), M.I.T., and Ph.D. (Applied Mathematics),
Harvard University, is Professor (Above Scale) of Electrical
Engineering and Computer Science, Biomedical Engineering,
and Mathematics, at the University of California, Irvine (UCI).
He is also Director of the Laboratory for Intelligent Signal
Processing and Communications in the Henry Samueli School
of Engineering of UCI. Prior to joining UCI in 1990, Dr. de
Figueiredo served as Professor of Electrical Engineering and
Mathematical Sciences at Rice University, Houston, Texas (1965-90).
Professor de Figueiredo has won numerous honors for his fundamental
contributions to the theory and applications of signal/image
processing and communications, and to nonlinear control; and
for his role as an educator and
as a leader in his field and in his profession. These honors
include: election to the UN-sponsored International Informatization
Academy (2003), the 1999 IEEE Circuits and Systems (CAS) Society
Golden Jubilee Medal, the 2000 IEEE Tri-Millennium Medal,
the 2003 Gh. Asachi Medal from the Technical University of
Iasi (TUI), Romania, from which he also received the title
of Honorary Professor (2003), the IEEE Fellow Award (1976),
the 1994 IEEE CAS Technical Achievement Award, the 2000 IEEE
Neural Networks Transactions Best Paper Award, the 2003 IEEE
Circuits and Systems Transactions Guillemin- Cauer Best Paper
Award, the 2002 IEEE CAS Society M. E. Van Valkenburg Society
Award, the 1988 NCR Educator-of-the-Year Award, his election
to President of IEEE CAS Society in 1998, and, last bit not
least,
his selection by IEEE to be one of its fifty leaders, among
its nearly 350,000 members, to present the IEEE vision of
the new century in the book ENGINEERING TOMORROW: Today's
Technology Experts Envision the Next Century, Janie Fouke,
Editor, IEEE Press, 2000.
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