A method for propagating the square root of the state error covariance matrix in lower triangular form is described. The algorithm can be combined with any triangular square-root measurement update algorithm to obtain a triangular square-root sequential estimation algorithm. The triangular square-root algorithm compares favorably with the convential sequential estimation algorithm with regard to computation time.
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Tapley et al. (1976) studied this question.
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