New design of linear least-squares fixed-point smoother using covariance information in continuous systems

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Abstract
The optimal fixed-point smoother is derived for white gaussian plus coloured observation noise when the covariance information for the signal, the coloured and white gaussian observation noises, and the observed value are available.