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Conjugate Gradient Algorithm for Extrapolation of Sampled Bandlimited Signals on the 2-Sphere

Khalid, Zubair; Kennedy, Rodney; Sadeghi, Parastoo; Durrani, Salman


In this paper, we consider the problem of signal extrapolation for discrete (i.e., sampled) signals on the sphere. We propose conjugate gradient based algorithm for estimating a signal on the sphere from limited or incomplete measurements in a spatial domain. We prove that the proposed algorithm is guaranteed to converge and show that it has faster convergence compared to the Papoulis algorithm. The results also show that the incomplete measurements distributed in different non-connected...[Show more]

CollectionsANU Research Publications
Type: Conference paper
DOI: 10.1109/ICASSP.2012.6288751


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