Projected Wirtinger gradient descent for spectral compressed sensing

In modern data and signal acquisition, one main challenge arises from the growing scale of data. The data acquisition devices, however, are often limited by physical and hardware constraints, precluding sampling with the desired rate and precision. It is thus of great interest to reduce the sensing...

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Bibliographic Details
Main Author: Liu, Suhui
Other Authors: Cai, Jianfeng
Format: Others
Language:English
Published: University of Iowa 2017
Subjects:
Online Access:https://ir.uiowa.edu/etd/5803
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=7281&context=etd