Regularized extrapolation of noisy data with a wavelet signal model

Li-Chien Lin, C.‐C. Jay Kuo · 2002

The bandlimited signal model has been widely used and bandlimited extrapolation has been extensively studied and applied in signal reconstruction. We examine a regularization technique for robust data extrapolation based on the wavelet representation. We first formulate the regularization problem and characterize the properties of its solution. Then, a practical iterative algorithm is proposed to achieve robust extrapolation.

Read the paper · More papers on PaperTik