Title :
Estimating the time-delay and frequency decay parameter of scattering components using a modified MUSIC algorithm
Author :
Moghaddar, Ali ; Ogawa, Yasutaka ; Walton, Eric K.
Author_Institution :
ElectroSci. Lab., Ohio State Univ., Columbus, OH, USA
fDate :
10/1/1994 12:00:00 AM
Abstract :
A superresolution technique to determine the time-delay and frequency response of individual components of electromagnetic scattering is presented. A modification of the MUltiple SIgnal Classification (MUSIC) algorithm is proposed for the data model which includes scattering components with frequency dependent amplitudes. The modified technique is based on pre-multiplying the scattering data by the inverse of an assumed frequency dependence parameterized by a variable α. Estimates of α are then obtained by considering the roots of the root-MUSIC polynomial for various α. The algorithm is tested for simulated and experimental compact range data. For the example of measured scattering from a diagonal flat plate, different decay parameters corresponding to the single and double diffraction components are determined using the new algorithm
Keywords :
delays; electromagnetic wave diffraction; electromagnetic wave scattering; parameter estimation; polynomials; MUltiple SIgnal Classification; compact range data; data mode; diagonal flat plate; double diffraction; frequency decay parameter; frequency dependent amplitudes; modified MUSIC algorithm; root-MUSIC polynomial; scattering components; single diffraction; superresolution technique; time-delay; Classification algorithms; Data models; Electromagnetic scattering; Frequency dependence; Frequency estimation; Frequency response; Multiple signal classification; Polynomials; Scattering parameters; Signal resolution;
Journal_Title :
Antennas and Propagation, IEEE Transactions on