Title :
Optimal time-domain detection of a deterministic target buried under a randomly rough interface
Author :
Dogaru, Traian ; Collins, Leslie ; Carin, Lawrence
Author_Institution :
Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA
fDate :
3/1/2001 12:00:00 AM
Abstract :
We consider pulsed plane-wave scattering from targets buried under a rough air-ground interface. The properties of the interface are parametrized as a random process with known statistics, and therefore the fields scattered from a particular surface constitute one realization of an ensemble, characterized by corresponding statistics. Moreover, since the fields incident upon a buried target must first penetrate the rough interface, they and the subsequent scattered fields are random processes as well. Based on this understanding, an optimal detector is formulated, accounting for the clutter and target-signature statistics (the former due to scattering at the rough surface, and the latter due to transmission); the statistics of these two processes are in general different. The detector performance is compared to that of a matched filter, which assumes the target signature is known exactly (i.e., nonrandom). The results presented here, as a function of angle and polarization, demonstrate that there is often a significant gain in detector performance if the target signature is properly treated as a random process
Keywords :
buried object detection; clutter; electromagnetic fields; electromagnetic wave polarisation; electromagnetic wave scattering; finite difference time-domain analysis; optimisation; random media; random processes; rough surfaces; FDTD algorithm; angle; buried deterministic target; clutter; detector performance; matched filter; optimal detector; optimal time-domain detection; polarization; pulsed plane-wave scattering; random process; random processes; randomly rough interface; rough air-ground interface; scattered fields; statistics; target signature; target-signature statistics; Detectors; Matched filters; Performance gain; Polarization; Random processes; Rough surfaces; Scattering; Statistics; Surface roughness; Time domain analysis;
Journal_Title :
Antennas and Propagation, IEEE Transactions on