Least-squares spectral analysis

Applied sciences
Information engineering
Signal processing
Fourier analysis

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Signal Processing: Image Restoration and Linear Prediction

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

Spectral analysis and stationarity tests

Covers spectral analysis, stationarity tests, challenges of nonstationary time series, and tools for analysis with missing data.

Neurophysiological Data Analysis

Explores neurophysiological data analysis, covering AP identification, firing rates, subthreshold activity, FFT spectral analysis, and event-triggered analysis using MATLAB.

Signals and Systems I: Fourier Transform and Spectral Analysis

Explores Fourier series, energy calculation, functional spaces, correlation spectra, and spectral density in signals and systems.

Signals, Frequencies and Bandwidth

Introduces signals, frequencies, and bandwidth, including pure sinusoids, Fourier theory, and spectral representation.

Narrow & Spread Spectrum Communications

Explores narrow and spread spectrum communications, harmonic signals, and spectral estimation methods using MATLAB.

Spectral Analysis: Hyperbolic Surfaces

Explores the spectral analysis of hyperbolic surfaces through the trace formula and its applications in understanding geometric and spectral properties.

Energy in Photons: Unit Conversion and Spectral Analysis

Covers unit conversion for photon energy and spectral analysis in the electromagnetic spectrum.

Stochastic Models for Communications: Continuous-Time Linear Systems

Covers continuous-time stochastic processes in linear systems, including signal analysis and filtering.

Signal Processing: Basics and Applications

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