DC Field | Value | Language |
---|---|---|
dc.contributor.author | Chung, Byung Chang | ko |
dc.contributor.author | Cho, Dong-Ho | ko |
dc.date.accessioned | 2018-12-20T06:50:25Z | - |
dc.date.available | 2018-12-20T06:50:25Z | - |
dc.date.created | 2018-06-14 | - |
dc.date.created | 2018-06-14 | - |
dc.date.created | 2018-06-14 | - |
dc.date.created | 2018-06-14 | - |
dc.date.issued | 2018-12 | - |
dc.identifier.citation | IEEE SYSTEMS JOURNAL, v.12, no.4, pp.3853 - 3856 | - |
dc.identifier.issn | 1932-8184 | - |
dc.identifier.uri | http://hdl.handle.net/10203/248264 | - |
dc.description.abstract | In this paper, we propose a novel method of managing a semidynamic cluster through the use of a reinforcement learning. We derive some concepts from reinforcement learning that could be suitable for cooperative networks. We also verify the performance of proposed algorithm by means of a simulation, in which we examined spectral efficiency and convergence properties. The proposed algorithm represents a considerable improvement for edge users in particular. In addition, we analyze the complexity of the clustering schemes. Our proposed algorithm is effective in the environment where there is a limited computational resource. | - |
dc.language | English | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.title | Semi-dynamic Cell-Clustering Algorithm Based on Reinforcement Learning in Cooperative Transmission System | - |
dc.type | Article | - |
dc.identifier.wosid | 000451262300077 | - |
dc.identifier.scopusid | 2-s2.0-85037592928 | - |
dc.type.rims | ART | - |
dc.citation.volume | 12 | - |
dc.citation.issue | 4 | - |
dc.citation.beginningpage | 3853 | - |
dc.citation.endingpage | 3856 | - |
dc.citation.publicationname | IEEE SYSTEMS JOURNAL | - |
dc.identifier.doi | 10.1109/JSYST.2017.2769679 | - |
dc.contributor.localauthor | Cho, Dong-Ho | - |
dc.contributor.nonIdAuthor | Chung, Byung Chang | - |
dc.description.isOpenAccess | N | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | Cell clustering | - |
dc.subject.keywordAuthor | cooperative networks | - |
dc.subject.keywordAuthor | partial cooperative multipoint transmission (partial CoMP) | - |
dc.subject.keywordAuthor | reinforcement learning | - |
dc.subject.keywordAuthor | small cells (SC) | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.