Simultaneous Blind Deconvolution and Phase Retrieval with Tensor Iterative Hard Thresholding

Shuang Li; Gongguo Tang; Michael B. Wakin

ICASSP 2019accepted0 citations

Simultaneous Blind Deconvolution and Phase Retrieval with Tensor Iterative Hard Thresholding

Shuang Li, Gongguo Tang, Michael B. Wakin

Abstract

Blind deconvolution and phase retrieval are both fundamental problems with a growing interest in signal processing and communications. In this work, we consider the task of simultaneous blind deconvolution and phase retrieval. We show that this non-linear problem can be reformulated as a low-rank tensor recovery problem and propose an algorithm named TIHT-BDPR to recover the unknown parameters. We include a series of numerical simulations to illustrate the effectiveness of our proposed algorithm.

BibTeX

@inproceedings{icassp2019_simultaneousblin,
  title = {Simultaneous Blind Deconvolution and Phase Retrieval with Tensor Iterative Hard Thresholding},
  author = {Shuang Li and Gongguo Tang and Michael B. Wakin},
  booktitle = {ICASSP 2019},
  year = {2019}
}