Localization of near field cyclostationary source based on fourth-order cyclic cumulant

A vast majority of the existing eigen decomposition based localization schemes invoke the plane-wave assumption when estimating the localization parameter of multiple sources. When the sources are located close to the array, these techniques may no longer perform satisfactorily. Most modulated commu...

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Bibliographic Details
Published in2008 9th International Conference on Signal Processing pp. 1629 - 1632
Main Authors Xuezhi Yan, Shuxun Wang, Ke Wang, Hong Jiang
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.10.2008
Subjects
Acoustic sensors
Array signal processing
Cyclostationarity
Fourth order cyclic cumulant
Frequency estimation
Interference suppression
Multiple signal classification
Near-field source localization
Radar signal processing
Sensor arrays
Signal processing
Signal processing algorithms
White noise
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Summary:A vast majority of the existing eigen decomposition based localization schemes invoke the plane-wave assumption when estimating the localization parameter of multiple sources. When the sources are located close to the array, these techniques may no longer perform satisfactorily. Most modulated communication signals exhibit cyclostationarity. In this paper a new algorithm for near-field sources localization is presented based on fourth order cyclic cumulant matrix and MUSIC algorithm. The algorithm can estimate bearing and range of near field non-Gaussian cyclostationary sources through a uniform linear array (ULA) and remove cyclostationary interference with different cyclic frequency from the desired signals and suppress the cyclostationary Gaussian white noise. Simulation results attesting for the performance of the algorithms were provided.
ISBN:1424421780
9781424421787
ISSN:2164-5221
DOI:10.1109/ICOSP.2008.4697448