Title :
Ultrawideband inverse scattering method for resonance region target recognition: Application to small-scale airplane targets with measured data
Author_Institution :
Dept. of Electr. & Electron. Eng., Yasar Univ., Izmir, Turkey
Abstract :
This paper develops an inverse scattering method to determine the characteristics of resonance region targets by using ultrawideband scattering signals. The method mainly uses multiple time-domain signals for each target, and they are processed to give feature vectors in frequency domain. These vectors contain target-specific information related with characteristics (dimensions of substructures, material properties, etc.) of the known targets. The target recognition is employed by using test (unknown) target´s scattering signal. This time-domain signal is processed in an inverse way to get a frequency-domain test vector. Then, the characteristics of test target are assigned as these of one of the known targets with a basic template-matching approach between test vector and feature vectors of these targets. The method is demonstrated for three realistic small-scale airplane. For an ultrawideband system of 0.7-18 GHz, more than 85 percent accuracy has been obtained even under moderate signal-to-noise (SNR) ratio of about 10 dB.
Keywords :
object detection; signal processing; time-domain analysis; SNR; frequency 0.7 GHz to 18 GHz; signal processing; signal-to-noise ratio; small-scale airplane targets; target recognition; template-matching; time-domain signals; ultrawideband inverse scattering; ultrawideband scattering signals; Accuracy; Airplanes; Inverse problems; Principal component analysis; Scattering; Target recognition; Time-domain analysis; inverse scattering; radar signal processing; resonance region; ultrawideband;
Conference_Titel :
Antennas and Propagation (EuCAP), 2015 9th European Conference on
Conference_Location :
Lisbon