Solving Large-Scale Inverse Problems via Approximate Message Passing and Optimization
<p> This work studies the problem of reconstructing a signal from measurements obtained by a sensing system, where the measurement model that characterizes the sensing system may be linear or nonlinear.</p><p> We first consider linear measurement models. In particular, we study t...
| Main Author: | |
|---|---|
| Language: | EN |
| Published: |
North Carolina State University
2018
|
| Subjects: | |
| Online Access: | http://pqdtopen.proquest.com/#viewpdf?dispub=10758823 |