Title :
State-space spectral estimation of characteristic electromagnetic responses in wideband data
Author :
Naishadham, Krishna ; Piou, Jean E.
Author_Institution :
Lincoln Lab., MIT, Lexington, MA, USA
fDate :
6/27/1905 12:00:00 AM
Abstract :
This letter utilizes a robust spectral estimation method, based on state-space control theory, to coherently process wideband frequency domain field data of any object and extract specific modal (or characteristic) responses associated with wave propagation along the object. The estimation problem is formulated in terms of well-known range processing used in radar imaging. Thus, the data is modeled in terms of complex sinusoids, whose amplitude is scaled by the decay constants of the modes and whose phase yields the range associated with scattering centers pertinent to modal propagation. Unlike other approaches that require the system poles to be inside the unit circle, the complex poles yielding the decay constants in the proposed approach can be located anywhere in the z-plane, and can vary with frequency, in order to capture the dynamic wideband behavior of the scattering mechanism. The method is illustrated by application to mode extraction for a cylindrically stratified dielectric scatterer.
Keywords :
data communication; electromagnetic wave scattering; radar signal processing; state-space methods; characteristic electromagnetic response; cylindrically stratified dielectric scatterer; modal propagation; radar signal processing; state-space control theory; state-space spectral estimation method; wave propagation; wideband frequency domain field data; Control theory; Data mining; Electromagnetic propagation; Electromagnetic scattering; Frequency domain analysis; Frequency estimation; Radar scattering; Robust control; State estimation; Wideband; Control systems; electromagnetic parameter extraction; radar signal processing; spectral estimation; state–space methods;
Journal_Title :
Antennas and Wireless Propagation Letters, IEEE
DOI :
10.1109/LAWP.2005.859386