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3077统计中等derivationmedium

Two-Sensor Latent Level Estimate

题目

A latent scalar state has prior N(5,16)N(5,16). Two conditionally independent sensors observe y1=9y_1=9 with noise variance 9 and y2=3y_2=3 with noise variance 4. Compute the posterior mean and posterior variance after both observations.

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posterior mean

posterior variance