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- 5ESE0 - Signal processing basics
- 5CTA0 - Statistical signal processing
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Statistical signal processing: overview

Stochastic processes and random signals

Random signals
Stationarity and ergodicity
Power spectral density

Rational signal models

Recap: LTI systems
Spectral factorization
ARMA models

Spectral estimation

Introduction to spectral estimation
Recap: Fourier transforms
Spectral distributions
Windowing
Non-parametric methods
Parametric methods

Estimation theory

Detection theory

Hypothesis testing
Matched filter
Statistical tests

In this module

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Estimation theory

Introduction

Module overview

This module covers the following topics:

Summary

This module …

Last updated on Nov 10, 2021

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