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dc.contributor.authorChen, Kevin
dc.contributor.authorKung, H. T.
dc.date.accessioned2012-12-09T19:14:23Z
dc.date.issued2011
dc.identifier.citationChen, Hsieh-Chung and H.T. Kung. 2011. Separation-based joint decoding in compressive sensing. In 2011 Proceedings of 20th International Conference on Computer Communications and Networks (ICCCN 2011), 1-6. Piscataway, New Jersey: IEEE Communications Society.en_US
dc.identifier.isbn9781457706370en_US
dc.identifier.issn1095-2055en_US
dc.identifier.urihttp://nrs.harvard.edu/urn-3:HUL.InstRepos:10021421
dc.description.abstractWe introduce a joint decoding method for compressive sensing that can simultaneously exploit sparsity of individual components of a composite signal. Our method can significantly reduce the total number of variables decoded jointly by separating variables of large magnitudes in one domain and using only these variables to represent the domain. Furthermore, we enhance the separation accuracy by using joint decoding across multiple domains iteratively. This separation-based approach improves the decoding time and quality of the recovered signal. We demonstrate these benefits analytically and by presenting empirical results.en_US
dc.description.sponsorshipEngineering and Applied Sciencesen_US
dc.language.isoen_USen_US
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.relation.isversionofdoi:10.1109/ICCCN.2011.6005915en_US
dash.licenseOAP
dc.subjectcompressed sensingen_US
dc.subjectdecodingen_US
dc.subjectdiscrete cosine transformsen_US
dc.subjectfrequency domain analysisen_US
dc.subjectiterative decodingen_US
dc.subjectjointsen_US
dc.subjectsensorsen_US
dc.subjectimage codingen_US
dc.subjectimage reconstructionen_US
dc.subjectcomposite signal componenten_US
dc.subjectseparation-based joint decodingen_US
dc.subjectsignal recoveryen_US
dc.titleSeparation-Based Joint Decoding in Compressive Sensingen_US
dc.typeMonograph or Booken_US
dc.description.versionAccepted Manuscripten_US
dash.depositing.authorKung, H.T. T.
dc.date.available2012-12-09T19:14:23Z
dc.identifier.doi10.1109/ICCCN.2011.6005915*
dash.contributor.affiliatedChen, Hsieh-Chung
dash.contributor.affiliatedKung, H.


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