Two-stage ARMA spectral and bispectral modeling with application to space shuttle flight data

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dc.contributor.advisorSpanos, Pol D.
dc.creatorEberle, Robert Raymond
dc.date.accessioned2009-06-03T23:57:08Z
dc.date.available2009-06-03T23:57:08Z
dc.date.issued1993
dc.description.abstractParametric models for the representation of the power spectrum and bispectrum of a bank of data by the use of a two-stage, auto/cross-correlation matching (ACM) technique are developed. First, the applicability of the ACM technique for ordinary spectral modeling is discussed. Then, the parametric bispectral modeling technique is formulated using third-order cumulant information. This autoregressive moving average (ARMA) technique allows for the simultaneous determination of both the AR and MA filter coefficients. This procedure can expedite the analysis of phase coupling, system nonlinearities, and other features which cannot be captured by ordinary spectral analysis. Techniques are demonstrated numerically through the analysis of Space Shuttle flight data.
dc.format.extent100 p.en_US
dc.format.mimetypeapplication/pdf
dc.identifier.callnoTHESIS M.E. 1993 EBERLE
dc.identifier.citationEberle, Robert Raymond. "Two-stage ARMA spectral and bispectral modeling with application to space shuttle flight data." (1993) Master’s Thesis, Rice University. <a href="https://hdl.handle.net/1911/13717">https://hdl.handle.net/1911/13717</a>.
dc.identifier.urihttps://hdl.handle.net/1911/13717
dc.language.isoeng
dc.rightsCopyright is held by the author, unless otherwise indicated. Permission to reuse, publish, or reproduce the work beyond the bounds of fair use or other exemptions to copyright law must be obtained from the copyright holder.
dc.subjectMechanical engineering
dc.subjectAerospace engineering
dc.titleTwo-stage ARMA spectral and bispectral modeling with application to space shuttle flight data
dc.typeThesis
dc.type.materialText
thesis.degree.departmentMechanical Engineering
thesis.degree.disciplineEngineering
thesis.degree.grantorRice University
thesis.degree.levelMasters
thesis.degree.nameMaster of Science
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