Subspace-based localization and inverse scattering of multiply scattering point targets

被引:37
作者
Marengo, Edwin A. [1 ]
Gruber, Fred K.
机构
[1] Northeastern Univ, Dept Elect & Comp Engn, Ctr Subsurface Sensing & Imaging Syst, Boston, MA 02115 USA
[2] Northeastern Univ, Commun & Digital Signal Proc Ctr Res & Grad Studi, Boston, MA 02115 USA
来源
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING | 2007年
基金
美国国家科学基金会;
关键词
TIME-REVERSAL OPERATOR; RANDOM-MEDIA; MUSIC ALGORITHM; PARAMETER-ESTIMATION; COHERENT SIGNALS; ARRAY; SUPERRESOLUTION; RECONSTRUCTION; LOCATION; FIELD;
D O I
10.1155/2007/17342
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The nonlinear inverse scattering problem of estimating the locations and scattering strengths or reflectivities of a number of small, point-like inhomogeneities ( targets) to a known background medium from single-snapshot active wave sensor array data is investigated in connection with time-reversal multiple signal classification and an alternative signal subspace method which is based on search in high-dimensional parameter space and which is found to outperform the time-reversal approach in number of localizable targets and in estimation variance. A noniterative formula for the calculation of the target reflectivities is derived which completes the solution of the nonlinear inverse scattering problem for the general case when there is significant multiple scattering between the targets. The paper includes computer simulations illustrating the theory and methods discussed in the paper.
引用
收藏
页数:16
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