Global convergence analysis for the NIC flow
| dc.contributor.author | Liu, Wanquan | |
| dc.contributor.author | Yan, Wei-Yong | |
| dc.contributor.author | Sreeram, V. | |
| dc.contributor.author | Teo, Kok | |
| dc.date.accessioned | 2017-01-30T14:37:51Z | |
| dc.date.available | 2017-01-30T14:37:51Z | |
| dc.date.created | 2009-03-05T00:55:27Z | |
| dc.date.issued | 2001 | |
| dc.identifier.citation | Liu, Wan-Quan and Yan, W. and Sreeram, V. and Teo, Kok Lay. 2001. Global convergence analysis for the NIC flow. IEEE Transactions on Signal Processing. 49 (10): pp. 2422-2430. | |
| dc.identifier.uri | http://hdl.handle.net/20.500.11937/39871 | |
| dc.identifier.doi | 10.1109/78.950796 | |
| dc.description.abstract |
Previously, a family of fast subspace tracking algorithms based on a novel information criterion (NIC) has been proposed and investigated. It is known that these new algorithms are associated with a new kind of flow, which is called the NIC flow in this paper as in the case of the conventional Oja subspace algorithms with the Oja flow. In this paper, some fundamental questions about this new NIC flow such as its solution existence and convergence, are investigated. In addition, the convergence domain is characterized. Some important results on these issues are obtained via manifold theory | |
| dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | |
| dc.subject | novel information criterion | |
| dc.subject | Global convergence | |
| dc.subject | Oja flow | |
| dc.subject | matrix differential equation | |
| dc.title | Global convergence analysis for the NIC flow | |
| dc.type | Journal Article | |
| dcterms.source.volume | 49 | |
| dcterms.source.number | 10 | |
| dcterms.source.startPage | 2422 | |
| dcterms.source.endPage | 2430 | |
| dcterms.source.issn | 1053587X | |
| dcterms.source.title | IEEE Transactions on Signal Processing | |
| curtin.note |
Copyright © 2001 IEEE. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. | |
| curtin.accessStatus | Open access | |
| curtin.faculty | School of Electrical Engineering and Computing | |
| curtin.faculty | Department of Computing | |
| curtin.faculty | Faculty of Science and Engineering |