Time Series: Spectral Analysis and Linear Filtering

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Introduces fundamental notions in digital filtering, covering 2D filtering approaches, linear filters, stability, FIR and IIR filters, frequency domain filtering, and Gaussian filters.

Digital Filters: Frequency Response Approximation

Explores digital filter synthesis, emphasizing frequency response approximation and pole-zero placement.

Numerical Control of Dynamic Systems

Covers topics like digital filtering, stability, and discrete systems, including experiments and manipulations.

Time Series: Structural Modelling and Kalman Filter

Covers structural modelling, Kalman Filter, stationarity, estimation methods, forecasting, and ARCH models in time series.

Sampling Theorem and Control Systems

Explores the Sampling Theorem, digital control, signal reconstruction, and anti-aliasing filters.

Time Series: Estimation and Spectral Representation

Explores time series estimation, spectral representation, and p-variate analysis in depth.

Signals, Instruments, and Systems Log in to Mediaspace to watch this video

Explores signals, instruments, and systems, covering ADC, Fourier Transform, sampling, signal reconstruction, aliasing, and anti-alias filters.

Signal Processing: Basics and Spectral Analysis Log in to Mediaspace to watch this video

Covers the basics of signal processing, linear estimation, and digital filters.

Signal Processing: Basics and Applications Log in to Mediaspace to watch this video

Covers the basics of signal processing, including Fourier transform, linear systems, and signal manipulation.

Spectral Estimation Methods Log in to Mediaspace to watch this video

Explores parametric spectrum estimation methods, including line and smooth spectra, and delves into heart rate variability analysis.

Signal Processing and Embedded Systems Log in to Mediaspace to watch this video

Covers signal processing with digital filters and embedded systems, focusing on practical applications.

LTI Systems: Analysis and Properties Log in to Mediaspace to watch this video

Covers the analysis and properties of Linear Time-Invariant (LTI) systems.

Active Filters: Second-order and High-order Realizations Log in to Mediaspace to watch this video

Covers the design and implementation of active filters, focusing on second-order and high-order realizations.

Linear Phase Filters: Theory and Design Log in to Mediaspace to watch this video

Explores the theory and design of linear phase filters, emphasizing the importance of achieving optimal filter performance.

Signal Processing: Image Restoration and Linear Prediction Log in to Mediaspace to watch this video

Explores image restoration and signal prediction using linear filters in signal processing.

RIF Filters: Characteristics and Synthesis Log in to Mediaspace to watch this video

Explores the characteristics and synthesis of RIF filters, including windowing operations and linear phase filters.

Digital Filters: Structure and Implementation Log in to Mediaspace to watch this video

Explores digital filters, their implementation, characteristics, and realizations, with examples for illustration.

Digital Filters Synthesis: Bilinear Transformation and Frequency Response Log in to Mediaspace to watch this video

Explores the synthesis of digital filters from analog filters using the bilinear transformation method and Chebyshev's criterion.

Analog Filters: General Synthesis and Transfer Functions Log in to Mediaspace to watch this video

Explores analog filters, rational transfer functions, and stability analysis of causal systems.

Filters Fundamentals: Chebyshev Polynomials and Filter Design Log in to Mediaspace to watch this video

Covers Chebyshev polynomials, all-pole filter design, RLC filters, and active-RC and OTA-C filter implementations.

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