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Successive Convex Approximation Algorithms for Sparse Signal Estimation With Nonconvex Regularizations
KTH, School of Electrical Engineering (EES), Signal Processing. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre. KTH, School of Electrical Engineering and Computer Science (EECS), Information Science and Engineering. (Signal Processing)
2018 (English)In: IEEE Journal on Selected Topics in Signal Processing, ISSN 1932-4553, E-ISSN 1941-0484, Vol. 12, no 6, p. 1286-1302Article in journal (Refereed) Published
Place, publisher, year, edition, pages
2018. Vol. 12, no 6, p. 1286-1302
Keywords [en]
Convergence;Approximation algorithms;Upper bound;Big Data;Signal processing algorithms;Convex functions;Optimization;Big data;line search;majorization minimization;nonconvex regularization;successive convex approximation
National Category
Signal Processing
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URN: urn:nbn:se:kth:diva-258957DOI: 10.1109/JSTSP.2018.2877584OAI: oai:DiVA.org:kth-258957DiVA, id: diva2:1350581
Available from: 2019-09-11 Created: 2019-09-11 Last updated: 2019-09-11

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