Title :
Characteristic Polarization States Estimation in an Ultrawideband Context: A Frequency Approach
Author :
Aldhubaib, Faisal F H ; Shuley, Nicholas V Z
Author_Institution :
Sch. of Inf. Technol. & Electr. Eng., Univ. of Queensland, Brisbane, QLD, Australia
Abstract :
The concept of characteristic polarization states (CPSs) is extended to an ultrawideband (UWB) context. This is achieved by a sparse representation of the target UWB scattering spectrum by a set of frequency bands associated with the target natural resonance modes. The polarization description involves using the average power within each resonant frequency band to derive the Kennaugh power matrix and, subsequently, a set of CPSs using the Lagrangian optimization procedure. To validate this, preliminary feature sets are formed by extracting robust information from each derived CPS and then implementing a correlation measure criterion from which the relationships between these preliminary feature sets as a function of resonance order are established. These relationships are invariant to range and target orientation about the radar-target direction and are robust to noise.
Keywords :
optimisation; radar polarimetry; remote sensing by radar; Kennaugh power matrix; Lagrangian optimization; UWB scattering spectrum; natural resonance modes; polarization states estimation; sparse representation; ultrawideband context; Characteristic polarization states (CPSs); radar polarimetry; target feature; target recognition;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2009.2014564