Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
with zero mean and variance of σₓ²). The received signal Y can be modeled as follows: Where n ~ N(0,σₙ²). We would like to find the MAP and ML estimates for transmitted signal X. ML Estimation: Y is a received or observed message. You can think of Y as a noisy version of X. This is a standard