Generalised information theory for inverse problems in signal processing
作者:
E.R.Pike,
J.G.McWhirter,
M.Bertero,
C.de Mol,
期刊:
IEE Proceedings F (Communications, Radar and Signal Processing)
(IET Available online 1984)
卷期:
Volume 131,
issue 6
页码: 660-667
年代: 1984
DOI:10.1049/ip-f-1.1984.0100
出版商: IEE
数据来源: IET
摘要:
A powerful technique for the solution of a number of experimental in verse problems, described by an underlying first-kind Fredholm equation is presented. Such problems include, for example, diffraction-limited imaging and the analysis of laser light scattering data. The technique requires the construction of the ‘singular system’ of the propblem which then provides exact orthonormal bases both for the description of sampled and truncated measured data and for the reconstructed continuous object ‘solution’ of the inversion. The singular-system approach may ber regarded as a theory of information which generalises in several directions the well known classical concepts of Shannon and Nyquist.
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