Blind source separation refers to the process of separating signals from a mixture. Let's say a bunch of different signal generators generate signals and a common receiver receives all of these signals. Now, our job is to separate these signals from this mixture using the properties of these signals. We will use independent component analysis (ICA) to achieve this.
Performing blind source separation
Getting ready
In this recipe, we will use the data from a .txt file to separate the signals contained in it using ICA.
How to do it...
Let's see how we can perform...