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Concept

Gaussian noise

Related lectures (32)

Linear Algebra: Projection and Rotation

Covers projection, rotation, white Gaussian noise, and waveform observation in linear algebra.

Hypothesis Testing with Gaussian Noise

Covers hypothesis testing with Gaussian noise and the standard Gaussian distribution.

Gaussian Noise: Decision Making

Covers Gaussian noise and decision-making in communication systems, emphasizing the importance of understanding Gaussian noise in signal processing.

The Spike-Wigner model

Explores the Spike-Wigner model, low-rank matrix factorization, and Gaussian matrices.

Communication Channels: Gaussian Noise and Capacity

Explores the capacity of communication channels with Gaussian noise and noise impact.

Linear Quadratic Gaussian Control: Kalman Filtering and LQG Control

Covers innovation-based tests for Kalman filtering, LQG control, and the linearized Kalman filter.

Signal Processing Fundamentals

Covers the basics of signal processing, including auto covariance function, power spectral density, and filter design.

White Gaussian Noise in Communication Systems

Covers White Gaussian Noise in communication systems and its impact on signal transmission.

Multivariable Control

Covers Gaussian random variables, affine transformations, and linear systems driven by Gaussian noise in multivariable control.

Spectral Estimation: Gaussian vs Binary Signals

Explores spectral estimation for Gaussian and binary signals in the spiked matrix estimation problem, analyzing the impact of signal-to-noise ratio.

Multi-user Gaussian Channels with Noisy Feedback

Delves into challenges and opportunities of multi-user Gaussian channels with noisy feedback, presenting a new mathematical framework.

Image Filtering: Classic Filters

Explores classic image filters like Moving Average, Gaussian Blur, Sobel filter, and Laplacian operator.

Diffusion Models

Explores diffusion models, focusing on generating samples from a distribution and the importance of denoising in the process.

Noise and beam steering

Explores laser fundamentals, noise sources, and beam steering technologies using optical fibers and ultrafast lasers.

Parametric Signal Models: Matlab Practice Log in to Mediaspace to watch this video

Covers parametric signal models and practical Matlab applications for Markov chains and AutoRegressive processes.

Poisson Shot Noise: Signal-to-Noise Ratio of a Photodetector Log in to Mediaspace to watch this video

Explores Poisson processes in communication systems, focusing on photodetectors and signal-to-noise ratio calculations.

Continuous-Time Stochastic Processes: Error Rate of PAM Signal Log in to Mediaspace to watch this video

Explores the error rate of a Pulse Amplitude Modulation (PAM) signal transmission.

Wireless Receivers: Gaussian Noise and Error Probability Estimation Log in to Mediaspace to watch this video

Covers wireless receivers in the presence of Gaussian noise and error probability estimation.

Maximum Likelihood Estimation: Linear Models Log in to Mediaspace to watch this video

Explores maximum likelihood estimation in linear models, covering Gaussian noise, covariance estimation, and support vector machines for classification problems.

High-Speed Photodetectors: Bit Error Rate and Eye Diagrams Log in to Mediaspace to watch this video

Covers bit error rate and eye diagrams in high-speed photodetectors, emphasizing their impact on optical communication performance.