/Signal_In_Noise

Homework Jupyter Notebooks for Detection of Signal in Noise at Northeastern University taught by Milica Stojanovic

Primary LanguageJupyter Notebook

Detection of Signal in Noise

This repo is a collection of my homework assignments and some notes for ECE4688 at Northeastern University.

Topics so far:

  • Detection
    • Maximum Likelihood Detection
    • Maximum A-Priori Detection
    • Bayes' Classification
    • Neuman-Pearson
    • Mini-Max criterion.
  • Unknown Parameters / Estimation
    • UMP - Uniformly Most Powerful test
    • Least Favorable Distributions
    • ML Estimation
    • MVUB Estimation
    • ABS estimation
    • MAP Estimation (MMSE)
    • Linear MMSE

Most notebooks are in Matlab/Octave as this is the language required, however I am trying to duplicate my work in Julia as well, as I think it is a terrific language.

This Course is in progress!

Watch this repo for updates by the week.

Radar Gif