On the Impact of Unknown Signals on Delay, Doppler, Amplitude, and Phase Parameter Estimation
Author(s) -
Yi-Cheng Chen,
Rick S. Blum
Publication year - 2018
Publication title -
ieee transactions on signal processing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.638
H-Index - 270
eISSN - 1941-0476
pISSN - 1053-587X
DOI - 10.1109/tsp.2018.2883922
Subject(s) - clutter , amplitude , doppler effect , estimation theory , algorithm , phase (matter) , signal (programming language) , path (computing) , computer science , noise (video) , white noise , group delay and phase delay , signal processing , cramér–rao bound , mathematics , control theory (sociology) , telecommunications , filter (signal processing) , radar , physics , artificial intelligence , computer vision , optics , control (management) , quantum mechanics , astronomy , image (mathematics) , programming language
The estimation of time delay, Doppler shift, amplitude, and phase is an important fundamental tool in signal processing, which has received extensive study for cases with known transmitted signals, but little study for unknown transmitted signals. We derive the closed-form Cramér-Rao bound (CRB) expressions for joint or separate estimation of time delay, Doppler shift, amplitude, and phase with un...
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