Super-Resolution With Noisy Measurements: Reconciling Upper And Lower Bounds

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Super-Resolution With Noisy Measurements: Reconciling Upper And Lower Bounds


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Super-Resolution With Noisy Measurements: Reconciling Upper And Lower Bounds

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This paper considers the problem of lower bounding the mean-squared-error (MSE) of unbiased super-resolution estimates. In literature, only upper bounds on the MSE are available which scale with the so-called super-resolution factor (SRF). However, the up
This paper considers the problem of lower bounding the mean-squared-error (MSE) of unbiased super-resolution estimates. In literature, only upper bounds on the MSE are available which scale with the so-called super-resolution factor (SRF). However, the up