Kalman Filter Design and MATLAB Implementation with Room Temperature Control Example

Comprehensive Kalman filter design and implementation using MATLAB, featuring detailed algorithm documentation and practical demonstration through room temperature control. This serves as an excellent learning routine covering key functions like prediction and update steps, state-space modeling, and covariance matrix handling.