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Weyl-Heisenberg systems, uncertainty principles, and wireless communications
Applied Math| Speaker: | Thmas Strohmer, UC Davis |
| Location: | 693 Kerr |
| Start time: | Fri, May 9 2003, 4:10PM |
Description
I will show how recent methods from applied harmonic analysis
can play a key role in modern wireless communications. I will first briefly
describe Orthogonal Frequency Division Multiplexing (OFDM), which is one
of the most promising transmission schemes for wireless communications.
An important problem in OFDM is the design of transmission pulses that
are robust against interference caused by time-varying channels.
By exploiting the connection between Weyl-Heisenberg systems
(a family of functions that consists of translations and modulations of
some ``nice'' function), Banach algebras and OFDM I will construct
a theoretical framework for the construction of orthogonal transmission
functions that are optimally localized in the phase space. This localization
property is crucial in order to mitigate the distortions caused
by time-frequency dispersive channels.
Some nice properties of Weyl-Heisenberg systems enable us
to compute the aforementioned optimal pulses by a fast numerical
algorithm, which is suitable for real-time applications.
I will derive convergence rates for this algorithm and discuss some
open problems.
The proposed algorithm, which takes into account various practical constraints,
has been recently used in the design of a modem for short-radio wave
communications.
