Browsing by Subject "compressed sensing"
Now showing items 1-3 of 3
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Belief Propagation with Deep Unfolding for High-dimensional Inference in Communication Systems
(2019)High-dimensional probability distributions are important objects in a wide variety of applications for example, most prediction and inference applications focus on computing the posterior marginal of a subset of variables ... -
Compressive Spectral and Coherence Imaging
(2010)This dissertation describes two computational sensors that were used to demonstrate applications of generalized sampling of the optical field. The first sensor was an incoherent imaging system designed for compressive measurement ... -
Improving Radar Imaging with Computational Imaging and Novel Antenna Design
(2017)Traditional radar imaging systems are implemented using the focal planetechnique, steering beam antennas, or synthetic aperture imaging. These conventionalmethods require either a large number of sensors to form a focal ...
