A measurement matrix is a mathematical framework used in signal processing and data compression to capture and reconstruct signals from a smaller number of measurements than traditionally required. It leverages the concept of sparsity, enabling efficient data acquisition and storage by exploiting the inherent structure or compressibility of the signal.