Title :
Reduction of artifacts resulting from using coarse quantized correlators in SAR imaging
Author :
Premkumar, A.B. ; Madhukumar, A.S. ; Kamath, H.J.
Author_Institution :
Sch. of Appl. Sci., Nanyang Technol. Inst., Singapore
Abstract :
Synthetic aperture radar (SAR) is a two dimensional imaging system that processes reflected radar signals into an image of the reflecting object without recourse to large antennas. Excessively high data rates are encountered in SAR processing due to the fact that contributions to a single image point are from several echoes. This results in computational loads beyond the capability of existing processors. Quantization techniques are used to reduce the data rates. However, this results in undesirable side effects in the form of artifacts appearing the correlated outputs. We discuss the effect of quantization on the correlator outputs and we propose two simple methods which reduce artifacts considerably. One approach is based on the addition of a complex sine wave to the received signal and the other is based on wavelet decomposition.
Keywords :
computational complexity; correlators; quantisation (signal); radar imaging; synthetic aperture radar; wavelet transforms; 2D imaging system; SAR imaging; SAR processing; artifacts reduction; coarse quantized correlators; complex sine wave; computational loads; correlator outputs; data rate reduction; high data rates; intermodulation products; quantization techniques; radar echoes; received signal; reflected radar signals; reflecting object; synthetic aperture radar; wavelet decomposition; Aperture antennas; Correlators; Quantization; Radar antennas; Radar imaging; Radar polarimetry; Radar signal processing; Reflector antennas; Signal processing; Synthetic aperture radar;
Conference_Titel :
TENCON '97. IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications., Proceedings of IEEE
Conference_Location :
Brisbane, Qld., Australia
Print_ISBN :
0-7803-4365-4
DOI :
10.1109/TENCON.1997.647314