2013 · 11 citations · 8 references
EngineeringElectrical EngineeringAntennasBiomedical ImagingDigital ImagingAntenna ArraysArray ProcessingDigital Signal ProcessingImage ReconstructionImagingSignal ProcessingAntenna Array ProcessingArray Pattern DesignArray Signal ProcessingCoherent ImagingMusic AlgorithmPattern DesignSparse Array DesignSparse Signal Processing
An efficient sparse antenna array architecture is developed for coherent imaging of sparse but otherwise unknown scenes. In this architecture, the array elements form a periodic nonuniform pattern. Using analysis that explicitly takes into account the presence of noise, we develop an efficient pattern design procedure based on co-arrays, describe an efficient scene support recovery algorithm as part of image reconstruction in the form of a modification to the MUSIC algorithm, and discuss a failure detection technique based on evaluating “back-projection” error. Since our development exploits a close connection to multi-coset sampling of bandlimited waveforms, our results may in turn may also be useful in the design of those systems.
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