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Super-Resolution Estimation of UWB Channels including the Diffuse Component -- An SBL-Inspired Approach
Specifically, the algorithm super-resolves the specular components in the delay-angle-of-arrival domain and estimates the parameters of a parametric model of the delay-angle power spectrum characterizing the diffuse component.
Self-Averaging Expectation Propagation
Our approach extends the framework of (generalized) approximate message passing -- assumes zero-mean iid entries of the measurement matrix -- to a general class of random matrix ensembles.
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