If you have ever tried to learn the Kalman Filter, you know the feeling. You open a textbook, see a wall of Greek letters, matrices, and probability density functions, and immediately feel the urge to close it.
The Kalman filter consists of several key components: If you have ever tried to learn the
The book is structured into three main parts that build intuition through hands-on MATLAB code: see a wall of Greek letters
% Simulate the system N = 100; % number of time steps x = zeros(N, 1); % state (position and velocity) z = zeros(N, 1); % measurements and probability density functions