Covariance Matrix Estimation (cont’d)

Reed, Brennan & Mallett:

with N DOF and k Samples,

e.g., k = 2N Expected Loss ~ 3 dB

k = 5N Expected Loss ~ 1 dB

How many samples do we need to get a “good enough” estimate?

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