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Title: A novel orthogonal set adaptive line enhancer tuned with fourth-order cumulants
Authors: Constantinides, A.G.
Knill, K.M.
Chambers, Jonathon
Keywords: Adaptive filters
Filtering and prediction theory
Harmonic analysis
Statistical analysis
Issue Date: 1992
Publisher: © IEEE
Citation: CONSTANTINIDES, A.G., KNILL, K.M. and CHAMBERS, J., 1992. A novel orthogonal set adaptive line enhancer tuned with fourth-order cumulants. IN: IEEE International Conference on Acoustics, Speech, and Signal Processing, 23-26 March, Volume 4 pp. 241 - 244
Abstract: A novel adaptive line enhancer (ALE) structure is introduced. The adaptive filter has an autoregressive moving average (ARMA) structure which is based on classical Laguerre orthogonal functions. The frequencies and radii of the poles within the orthogonal set admit tuning. Tuning of these terms involves the use of higher-order statistics. Indeed the properties of fourth-order cumulants are exploited to aid harmonic retrieval of the sinusoids embedded in the input signal. Furthermore, adaptation of the feedforward filter parameters is straightforward since they are linearly related to the filter output. Advantages of stability, short filter length, and robustness in the presence of noise are expected. Simulation results are included to show typical performance
Description: This is a conference paper [© IEEE]. It is also available from: http://ieeexplore.ieee.org/servlet/opac?punumber=626. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Version: Published
DOI: 10.1109/ICASSP.1992.226441
URI: https://dspace.lboro.ac.uk/2134/5867
ISBN: 0780305329
ISSN: 1520-6149
Appears in Collections:Conference Papers and Presentations (Mechanical, Electrical and Manufacturing Engineering)

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