Estimating DOA and PPS parameters of signal received by ULA in heavy noise environment

Estimation of the direction-of-arrival (DOA) and parameters of polynomial phase signal (PPS) impinging on the uniform linear array (ULA) of sensors in heavy-tailed noise environments is considered in this paper. To estimate signal parameters, a recently proposed quasi maximum-likelihood (QML) estima...

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Veröffentlicht in:Journal of Electrical Engineering 2020-06, Vol.71 (3), p.175-184
Hauptverfasser: Djurović, Igor, Simeunović, Marko, Lukin, Vladimir V.
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Sprache:eng
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Zusammenfassung:Estimation of the direction-of-arrival (DOA) and parameters of polynomial phase signal (PPS) impinging on the uniform linear array (ULA) of sensors in heavy-tailed noise environments is considered in this paper. To estimate signal parameters, a recently proposed quasi maximum-likelihood (QML) estimator is adopted. The proposed algorithm consists of two successive steps: (1) noise influence mitigation by using the proposed normalization strategy and (2) signal parameters estimation using the DOA-QML approach. The algorithm performance is evaluated for both monocomponent and multicomponent signals.
ISSN:1339-309X
1335-3632
1339-309X
DOI:10.2478/jee-2020-0024