教師資料查詢 | 類別: 期刊論文 | 教師: 劉金源 LIU, JIN-YUAN (瀏覽個人網頁)

標題:Inverting sediment sound speed profile using a parameterized geoacoustic model: A numerical and statistical analysis
學年
學期
出版(發表)日期2012/10/01
作品名稱Inverting sediment sound speed profile using a parameterized geoacoustic model: A numerical and statistical analysis
作品名稱(其他語言)
著者Chen-Fen Huang; Shih-Feng Yang; Jin-Yuan Liu
單位
出版者
著錄名稱、卷期、頁數Journal of Marine Science and Technology,20(5),p.584-592
摘要The objective of this paper is to develop and evaluate an inversion algorithm for estimating the parameters in a geoacoustic model for a marine sediment layer. The geoacoustic model employs a generalized-exponential function for sound speed profile, and an inverse-square function for density distribution. Based upon plane-wave reflection from a nonuniform sediment layer overlying an elastic seafloor, an inversion procedure is established and numerically implemented for estimating the parameters using synthetic noisecontaminated data. The sensitivity of each model parameter is first studied, and then three highly sensitive parameters in the geoacoustic model and one statistical parameter are chosen for inversion analysis. The resulting sound speed profiles from the inversion are analyzed by a probabilistic approach, which is quantified by the posterior probability density for the uncertainties of the estimated parameters. The parameter uncertainties referenced to 1-D and 2-D marginal posterior probability densities are investigated, followed by the statistical estimation for the sound speed profile in terms of a 95% credibility interval. We demonstrate the effects of, the signal- to-noise ratio (SNR), the dimension of the data vector, and the region in which the data are sampled, on the statistical estimation of the sound speed profile, and offer physical interpretations about the statistical variations attributable to these effects. This analysis provides a basis for estimating the acoustic properties of a continuously-stratified layer using inversion approach, and is particularly useful for a medium with properties describable by analytical functions.
關鍵字geoacoustic inversion;generalized-exponential and inverse-square functions;parameter sensitivity analysis;uncertainty analysis;statistical estimation of inverted sound speed.
語言中文
ISSN
期刊性質國內
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產學合作
通訊作者
審稿制度
國別中華民國
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