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Estimation of Ambiguity Functions With Limited Spread

Hindberg, H; Olhede, SC; (2010) Estimation of Ambiguity Functions With Limited Spread. IEEE T SIGNAL PROCES , 58 (4) 2383 - 2388. 10.1109/TSP.2009.2037663.

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Abstract

In this correspondence, we propose a class of estimators of the ambiguity function of a discrete-time process using thresholding. To this purpose, the distributional and moment properties of the empirical ambiguity function for a realization of an analytic random process are derived, and the moments for the special cases of stationary, uniformly modulated, and deterministic signals immersed in noise processes are determined. Suitable thresholds are chosen based on the distributional properties of the empirical ambiguity function, and the procedure is tested on simulated data.

Type:Article
Title:Estimation of Ambiguity Functions With Limited Spread
DOI:10.1109/TSP.2009.2037663
Keywords:Ambiguity function (AF), harmonizable process, thresholding, underspread process
UCL classification:UCL > School of BEAMS > Faculty of Maths and Physical Sciences > Statistical Science

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