Title :
Cramér–Rao Bound Analysis on Multiple Scattering in Multistatic Point-Scatterer Estimation
Author :
Shi, Gang ; Nehorai, Arye
Author_Institution :
Dept. of Electr. & Syst. Eng., Washington Univ., St. Louis, MO
fDate :
6/1/2007 12:00:00 AM
Abstract :
The resolution improvements of time reversal methods through exploiting nonhomogeneous media have attracted much interest recently with broad applications, including underwater acoustics, radar, detection of defects in metals, communications, and destruction of kidney stones. In this paper, we analyze the effect of inhomogeneity generated by multiple scattering among point scatterers under a multistatic sensing setup. We derive the Crameacuter-Rao bounds (CRBs) on parameters of the scatterers and compare the CRBs for multiple scattering using the Foldy-Lax model with the reference case without multiple scattering using the Born approximation. We find that multiple scattering could significantly improve the estimation performance of the system and higher order scattering components actually contain much richer information about the scatterers. For the case where multiple scattering is not possible, e.g., where only a single target scatterer exists in the illuminated scenario, we propose the use of artificial scatterers, which could effectively improve the estimation performance of the target despite a decrease in the degrees of freedom of the estimation problem due to the introduced unknown parameters of the artificial scatterers. Numerical examples demonstrate the advantages of the artificial scatterers
Keywords :
approximation theory; electromagnetic wave scattering; inhomogeneous media; Born approximation; Cramer-Rao bound analysis; Foldy-Lax model; artificial scatterers; multiple scattering; multistatic point-scatterer estimation; multistatic sensing; nonhomogeneous media; time reversal methods; Acoustic scattering; Acoustic signal detection; Nonhomogeneous media; Radar applications; Radar detection; Radar scattering; Scattering parameters; Underwater acoustics; Underwater communication; Underwater tracking; Artificial scatterer; Cramér– Rao bound (CRB); Foldy–Lax model; born approximation; inhomogeneity; multiple scattering; multistatic;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2007.893956