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This paper studies the state estimation problem for linear discrete-time systems based on the minimum mean square error (MMSE) criterion. Under the Gaussian assumption on the predicted density, the quantized MMSE filter is derived which has a similar form as the Kalman filter with the raw measurement simply replaced by its quantized version. The quantization effects are explicitly quantified by adding...
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