Title :
Optimal waveform selection in range-Doppler imaging
Author :
Sowelam, Sameh ; Tewfik, A.H.
Author_Institution :
Dept. of Electr. Eng., Minnesota Univ., Minneapolis, MN, USA
Abstract :
Solves the problem of adaptively selecting a set of N radar waveforms to obtain the optimal L2 estimate of a target range-Doppler reflectivity function. The authors assume that the targets correspond to one of two classes. They show that the waveform selection strategy involves an initial class identification phase followed by a pure imaging phase. They provide a recipe for minimizing the number of waveforms needed for the class identification phase. They show that this leads to an optimal adaptive target imaging strategy
Keywords :
Doppler radar; adaptive estimation; adaptive signal processing; distance measurement; image classification; image reconstruction; minimisation; radar imaging; reflectivity; adaptive selection; imaging phase; initial class identification phase; minimization; optimal L2 estimate; optimal adaptive target imaging strategy; optimal waveform selection; radar waveforms; range-Doppler imaging; target range-Doppler reflectivity function; waveform selection strategy; Image reconstruction; Kernel; Radar imaging; Radar scattering; Reflection; Reflectivity; Tomography; Upper bound;
Conference_Titel :
Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6952-7
DOI :
10.1109/ICIP.1994.413352