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Detection of periodic signals using a new adaptive line enhancer based on singular spectrum analysis

Sanei, S, Lee, TKM and Lee, TKM (2011) Detection of periodic signals using a new adaptive line enhancer based on singular spectrum analysis In: ICICS 2011, 2011-12-13 - 2011-12-16, Singapore.

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Abstract

A new ALE-based on singular spectrum analysis (SSA) is proposed here. In this approach in the reconstruction stage of SSA the eigentriples are adaptively selected using the delayed version of the data. Unlike for the conventional ALE where order statistics are taken into account, here full eigen-spectrum of the embedding matrix is exploited. Consequently, the system works for non-Gaussian noise and wideband periodic signals. The performance of the system is demonstrated for synthetic as well as real signals and compared with those of traditional ALE. © 2011 IEEE.

Item Type: Conference or Workshop Item (Conference Paper)
Divisions : Faculty of Engineering and Physical Sciences > Computing Science
Authors :
AuthorsEmailORCID
Sanei, SUNSPECIFIEDUNSPECIFIED
Lee, TKMUNSPECIFIEDUNSPECIFIED
Lee, TKMUNSPECIFIEDUNSPECIFIED
Date : 2011
Identification Number : 10.1109/ICICS.2011.6174218
Contributors :
ContributionNameEmailORCID
PublisherIEEE, UNSPECIFIEDUNSPECIFIED
Additional Information : © 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Depositing User : Symplectic Elements
Date Deposited : 14 Jan 2013 10:50
Last Modified : 23 Sep 2013 19:56
URI: http://epubs.surrey.ac.uk/id/eprint/742934

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