Title :
Reconstruction of bandlimited signals from noisy data by adaptive thresholding
Author :
Nguyen, L.V. ; Pawlak, M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man., Canada
Abstract :
An adaptive thresholding scheme is proposed for reconstruction of bandlimited signals from noisy data without oversampling. An exact formula for mean integrated squared error of the proposed scheme gives better reconstruction accuracy than the classical Whittaker-Shannon interpolation scheme and the non-adaptive thresholding-based reconstruction scheme proposed in V.-L. Nguyen and M. Pawlak (2003).
Keywords :
adaptive signal processing; mean square error methods; noise; signal reconstruction; Whittaker-Shannon interpolation scheme; adaptive thresholding; bandlimited signals; exact formula; mean integrated squared error; noisy data; nonadaptive thresholding-based reconstruction; reconstruction accuracy; Bandwidth; Computer errors; Filters; Fourier transforms; Image reconstruction; Image sampling; Interpolation; Jitter; Sampling methods; Speech;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1328831