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The factorization method and Capon’s method for random source identification in experimental aeroacoustics

Griesmaier, Roland; Raumer, Hans-Georg

Abstract:

Experimental aeroacoustics is concerned with the estimation of acoustic source power distributions, which are for instance caused by fluid structure interactions on scaled aircraft models inside a wind tunnel, from microphone array measurements of associated sound pressure fluctuations. In the frequency domain aeroacoustic sound propagation can be modelled as a random source problem for a convected Helmholtz equation. This article is concerned with the inverse random source problem to recover the support of an uncorrelated aeroacoustic source from correlations of observed pressure signals. We show a variant of the factorization method from inverse scattering theory can be used for this purpose. We also discuss a surprising relation between the factorization method and a commonly used beam-forming algorithm from experimental aeroacoustics, which is known as Capon’s method or as the minimum variance method. Numerical examples illustrate our theoretical findings.


Volltext §
DOI: 10.5445/IR/1000143580
Veröffentlicht am 10.03.2022
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Angewandte und Numerische Mathematik (IANM)
Sonderforschungsbereich 1173 (SFB 1173)
Publikationstyp Forschungsbericht/Preprint
Publikationsdatum 02.02.2022
Sprache Englisch
Identifikator ISSN: 2365-662X
KITopen-ID: 1000143580
Verlag Karlsruher Institut für Technologie (KIT)
Umfang 16 S.
Serie CRC 1173 Preprint ; 2022/16
Projektinformation SFB 1173/2 (DFG, DFG KOORD, SFB 1173/2 2019)
Externe Relationen Siehe auch
Schlagwörter aeroacoustics, correlation data, inverse source problem, factorization method
Nachgewiesen in arXiv
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