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Lecture
Digital Control: Sampling Time Trade-offs
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Sampling Complex Exponentials
Covers the sampling of complex exponentials and the challenges of reconstruction in different scenarios.
Sampling Signals: Stroboscopic Effect (Spectrum Folding)
Covers the consequences of undersampling signals and the stroboscopic effect.
Fourier Transform and Sampling
Covers the Fourier transform of sampled signals, reconstruction, and harmonic response.
Data Representations and Processing in Machine Learning
Covers data representations and processing techniques essential for effective machine learning algorithms.
Signal Modulation and Sampling
Covers signal modulation, sampling, and their applications in communication systems.
Sampling and Reconstruction
Covers sampling, Fourier Transform, and reconstruction using low-pass filters in signal processing.
Analog and Digital Conversion
Explores analog and digital signal processing, A/D and D/A conversion, resolution, settling time, and digital interfaces in electronic circuits.
Signal Processing: Sampling and Reconstruction
Covers Fourier transform, sampling, reconstruction, Nyquist frequency, and ideal signal reconstruction.
Signal Sampling
Explores representing analog signals digitally through sampling and quantization, discussing sampling frequency, undersampling consequences, and the stroboscopic effect.
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Covers Analog-Digital and Digital-Analog conversion, including sampling, quantization, Flash converter, weighted current generation, and R2R network.