Covariance Matrix

A square matrix encoding the variances of and correlations between elements of a random vector. In robotics, covariance matrices appear in: Kalman filters (state uncertainty), Gaussian process models, measurement noise models, and pose uncertainty representations. The diagonal contains individual variances; off-diagonal elements represent correlations.