Dynamic Estimation of Linear Systems Constrained by Bounds

This correspondence deals with the minimum variance estimation of a Gaussian process constrained by bounds. A special truncated Gaussian probability is shown to be fairly well adapted to this filtering scheme as its set is linearly closed with respect to convolution and multiplication operations.