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Lecture
Fourier Transforms: Properties and Applications
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Signals & Systems II: Fourier Transform Properties
Explores the properties of the Discrete-Time Fourier Transform in signal processing.
Discrete Fourier Transform: Unlimited Duration Signals
Explores the Discrete Fourier Transform applied to signals of unlimited duration using various windows for improved accuracy.
Fourier Series: Convergence and Dirichlet Theorem
Covers Fourier series convergence, Dirichlet theorem, and applications in signal processing.
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Offers a recap of Fourier Analysis, focusing on key concepts and formulas.
Signal Processing: Basics and Applications
Covers the basics of signal processing, including Fourier transform, linear systems, and signal manipulation.
Frequency Estimation: Deterministic Signals with Low Noise Level
Explores frequency estimation in deterministic signals using the DFT and spectral resolution.
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Explores spectrogram analysis, including DFT, STFT, and CQT, for tasks like music transcription and onset detection.
Sampling and Reconstruction Theory
Covers the concepts of analog, discrete, and digital signals, sampling times, frequencies, and pulses.
Properties of Time-Frequency Domain Signals
Covers the main properties of time-frequency domain signals and their limitations.
LTI Systems Analysis
Covers the analysis of LTI communication systems through Fourier transforms and system stability.