{"id":116873,"date":"2018-12-01T00:00:00","date_gmt":"2018-11-30T15:00:00","guid":{"rendered":"http:\/\/175.125.95.178\/ai-in-communication\/16873\/"},"modified":"2026-04-13T07:25:23","modified_gmt":"2026-04-12T22:25:23","slug":"16873","status":"publish","type":"ai-in-communication","link":"http:\/\/ee.presscat.kr\/en\/ai-in-communication\/16873\/","title":{"rendered":"Professors Byung-Chang Chung &amp; Professor Dong-Ho Cho\u2019s paper was published in IEEE Systems Journal"},"content":{"rendered":"<p><strong>Title:<\/strong> Semidynamic cell-clustering algorithm based on reinforcement learning in cooperative transmission system<\/p>\n<p><strong>Authors:<\/strong>&nbsp;Byung-Chang Chung &amp;&nbsp;Dong-Ho Cho<\/p>\n<p>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.<\/p>\n<p><img decoding=\"async\" alt=\"\" class=\"media-element file-default\" data-delta=\"1\" data-fid=\"6764\" data-media-element=\"1\" src=\"http:\/\/ee.presscat.kr\/sites\/default\/files\/1_2.png\" title=\"\"><\/p>\n<p>Figure 1. Operation of SC clustering.<\/p>\n<p><img decoding=\"async\" alt=\"\" class=\"media-element file-default\" data-delta=\"2\" data-fid=\"6765\" data-media-element=\"1\" src=\"http:\/\/ee.presscat.kr\/sites\/default\/files\/2.png\" title=\"\"><\/p>\n<p>Figure 2. SE of clustering schemes.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>806<\/p>\n","protected":false},"featured_media":126801,"template":"","class_list":["post-116873","ai-in-communication","type-ai-in-communication","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"http:\/\/ee.presscat.kr\/en\/wp-json\/wp\/v2\/ai-in-communication\/116873","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/ee.presscat.kr\/en\/wp-json\/wp\/v2\/ai-in-communication"}],"about":[{"href":"http:\/\/ee.presscat.kr\/en\/wp-json\/wp\/v2\/types\/ai-in-communication"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/ee.presscat.kr\/en\/wp-json\/wp\/v2\/media\/126801"}],"wp:attachment":[{"href":"http:\/\/ee.presscat.kr\/en\/wp-json\/wp\/v2\/media?parent=116873"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}