Title :
A Rate Distortion Method for Beamforming in RF Image Formation
Author :
Bonneau, Robert J.
Author_Institution :
IFTC, Air Force Res. Lab., Rome, NY
Abstract :
Conventional RF image formation relies on a fixed waveform set that is based largely on obtaining maximum resolution for a given amount of bandwidth present in a waveform. However, the correlation process for a given waveform set varies widely depending on the cross correlation properties of the waveform and the geometry of the aperture interrogating the object to be imaged. We propose a method that maximizes quality of the imagery being reconstructed based by first using an orthogonal basis to minimize the unwanted correlation response for the waveform. We then shape the frequency and temporal correlation response of the waveform for a given target using a rate distortion criteria and demonstrate the performance of the method.
Keywords :
geometry; image reconstruction; image resolution; rate distortion theory; RF image formation; aperture geometry; cross correlation properties; rate distortion method; temporal correlation response; waveform set; Apertures; Array signal processing; Bandwidth; Chirp; Doppler shift; Geometry; Image reconstruction; Image resolution; Radio frequency; Rate-distortion;
Conference_Titel :
Applied Imagery and Pattern Recognition Workshop, 2006. AIPR 2006. 35th IEEE
Conference_Location :
Washington, DC
Print_ISBN :
0-7695-2739-6
Electronic_ISBN :
1550-5219
DOI :
10.1109/AIPR.2006.7