Parallel coordinate descent algorithms for sparse phase retrieval

Yang, Yang; Pesavento, Marius; Eldar, Yonina C.; Ottersten, Björn

Download

Paper published in a book (Scientific congresses, symposiums and conference proceedings)

Parallel coordinate descent algorithms for sparse phase retrieval

Yang, Yang; Pesavento, Marius; Eldar, Yonina C. et al.

2019 • In Proc. 2019 IEEE International Conference on Acoustics, Speech and Signal (ICASSP)

Peer reviewed

Permalink
https://hdl.handle.net/10993/37388

Files (1)Send to Details Statistics Bibliography Similar publications

Files

Full Text

PhaseRetrieval_ICASSP_v1.0+.pdf

Author postprint (301.51 kB)

Download

All documents in ORBilu are protected by a user license.

Send to

RIS BibTex APA Chicago Permalink X Linkedin

Details

Disciplines :

Electrical & electronics engineering

Author, co-author :

Yang, Yang ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)

Pesavento, Marius

Eldar, Yonina C.

Ottersten, Björn ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)

External co-authors :

yes

Language :

English

Title :

Parallel coordinate descent algorithms for sparse phase retrieval

Publication date :

May 2019

Event name :

IEEE International Conference on Acoustics, Speech and Signal (ICASSP)

Event date :

from 12-05-2019 to 17-05-2019

Main work title :

Proc. 2019 IEEE International Conference on Acoustics, Speech and Signal (ICASSP)

Peer reviewed :

Peer reviewed

European Projects :

H2020 - 742648 - AGNOSTIC - Actively Enhanced Cognition based Framework for Design of Complex Systems

Funders :

CE - Commission Européenne [BE]

Available on ORBilu :

since 21 November 2018

Statistics

Number of views

216 (35 by Unilu)

Number of downloads

427 (17 by Unilu)

More statistics

Scopus citations^®

Scopus citations^®
without self-citations

Bibliography

E. J. Candes, X. Li, and M. Soltanolkotabi, "Phase Retrieval via Wirtinger Flow: Theory and Algorithms, " IEEE Transactions on Information Theory, vol. 61, no. 4, pp. 1985-2007, Apr. 2015.
J. Sun, Q. Qu, and J. Wright, "A Geometric Analysis of Phase Retrieval, " Foundations of Computational Mathematics, vol. 18, no. 5, pp. 1131-1198, Oct. 2018.
Y. Shechtman, Y. C. Eldar, O. Cohen, H. N. Chapman, J. Miao, and M. Segev, "Phase Retrieval with Application to Optical Imaging: A contemporary overview, " IEEE Signal Processing Magazine, vol. 32, no. 3, pp. 87-109, May 2015.
Y. C. Eldar, N. Hammen, and D. G. Mixon, "Recent Advances in Phase Retrieval [Lecture Notes], " IEEE Signal Processing Magazine, vol. 33, no. 5, pp. 158-162, Sep. 2016.
D. R. Luke, "Phase retrieval, what's new?" SIAG/OPT Views and News, vol. 25, no. 1, pp. 1-6, 2017.
Y. Shechtman, A. Beck, and Y. C. Eldar, "GESPAR: Efficient Phase Retrieval of Sparse Signals, " IEEE Transactions on Signal Processing, vol. 62, no. 4, pp. 928-938, Feb. 2014.
S. Pinilla, J. Bacca, and H. Arguello, "Phase Retrieval Algorithm via Nonconvex Minimization Using a Smoothing Function, " IEEE Transactions on Signal Processing, vol. 66, no. 17, pp. 4574-4584, Sep. 2018.
G. Wang, G. B. Giannakis, and Y. C. Eldar, "Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow, " IEEE Transactions on Information Theory, vol. 64, no. 2, pp. 773-794, Feb. 2018.
G. Wang, L. Zhang, G. B. Giannakis, M. Akcakaya, and J. Chen, "Sparse Phase Retrieval via Truncated Amplitude Flow, " IEEE Transactions on Signal Processing, vol. 66, no. 2, pp. 479-491, Jan. 2018.
E. J. R. Pauwels, A. Beck, Y. C. Eldar, and S. Sabach, "On Fienup Methods for Sparse Phase Retrieval, " IEEE Transactions on Signal Processing, vol. 66, no. 4, pp. 982-991, Feb. 2018.
T. Qiu and D. P. Palomar, "Undersampled Sparse Phase Retrieval via Majorization-Minimization, " IEEE Transactions on Signal Processing, vol. 65, no. 22, pp. 5957-5969, Nov. 2017.
Y. Sun, P. Babu, and D. P. Palomar, "Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning, " IEEE Transactions on Signal Processing, vol. 65, no. 3, pp. 794-816, Feb. 2017.
Y. Yang, M. Pesavento, S. Chatzinotas, and B. Ottersten, "Successive Convex Approximation Algorithms for Sparse Signal Estimation with Nonconvex Regularizations, " IEEE Journal of Selected Topics in Signal Processing, vol. 12, no. 6, pp. 1-19, Dec. 2018.
Y. Yang and M. Pesavento, "A Unified Successive Pseudoconvex Approximation Framework, " IEEE Transactions on Signal Processing, vol. 65, no. 13, pp. 3313-3328, Jul. 2017.
D. P. Bertsekas, Nonlinear programming. Athena Scientific, 1999.