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A new adaptive-iterative technique for metrology problems using higher order cumulants

Lookup NU author(s): Dr Sadettin Sali, Dr Wai Lok Woo

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Abstract

An entirely new approach for iterative signal reconstruction using partial information and reconstruction of the signals which are embedded in noise is presented. It is shown that the new algorithms are able to maintain their performance under extreme noise conditions where the existing algorithms completely fail. Convergence of these algorithms are also extremely fast but computation time taken is longer than the existing algorithms. More powerful algorithmic structures can be developed by simply convolving the new approaches with higher order cumulants in order to stduy signal reconstruction problems where the cost function is highly nonlinear.

Publication metadata

Author(s): Sali S, Woo WL

Publication type: Conference Proceedings (inc. Abstract)

Publication status: Published

Conference Name: IEE National Conference on Antennas and Propagation

Year of Conference: 1999

Pages: 187-191

Publisher: IEEE

URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=788866

Library holdings: Search Newcastle University Library for this item

Series Title: IEEE Conference Publication

ISBN: 0852967136

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