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We consider phase-based estimators for chirp parameters due to their high computational efficiency for implementation. Their performances can approach the Cram\'{e}r-Rao lower bound for high signal-to-noise ratio (SNR). One challenge for the phase-based estimators is the performance loss at low SNR because the reliability of phase unwrapping and the accuracy of the phase noise model decrease seriously...
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