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For the two-sensor system with unknown cross-covariances, and with colored measurement noises, by the classical Kalman filtering method and the covariance intersection (CI) fusion method, a covariance intersection fusion steadystate Kalman smoother is presented, which avoids the computation of cross-covariances. The accuracy relations of the CI Kalman smoother, the local and optimal fused Kalman smoother...
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