Overview
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Explore the fundamentals of Gabor analysis in this comprehensive lecture, the first in a series of four. Delve into the construction and properties of series expansions using time-frequency shifts, and discover their applications in signal processing, wireless communications, and quantum mechanics. Learn about the uncertainty principle, Fourier transform, partition of unity, and time-frequency shifts. Understand the role of Gabor series in analyzing speech and music signals, as well as their importance in orthogonal frequency division multiplexing (OFDM). Gain insights into the mathematical structure of Gabor frames and bases, and prepare for subsequent lectures covering advanced topics and recent developments in the field.
Syllabus
Intro
What is Gabor Analysis
Uncertainty Principle
Gabor Analysis
Fourier Transform
Partition of Unity
Signal Processing
Time Frequency Shift
Filter Banks
Modulation
Data Transmission
axiomatic structure
time frequency space
Taught by
Hausdorff Center for Mathematics