期刊
COMPUTERS & ELECTRICAL ENGINEERING
卷 71, 期 -, 页码 925-937出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.compeleceng.2017.09.016
关键词
Social cognitive radio networks; Social mining; Social cognitive services and application; Cognitive radio; Dynamic spectrum access; Handover decision
A novel dynamic spectrum sharing method inspired by natural communities based on social language has been proposed to overcome prevailing spectrum underutilization and scarcity. The Social Cognitive Radio Network (SCRN) combines social data and mobile communication network by providing a range of data delivery services concerning social relationship among mobile users. The research focuses on diverse SCRN applications and its handover issues, a bio-intelligent supervised learning approach called SpecPSO is devised for performing social cognitive handover (SCH) to: a) Evaluate efficient spectrum utilization and b) Increase data rate for applications like Facebook, Linkedln. Experimental results show that the proposed SCH-SpecPSO outperforms 75% more than state of art mobile social networks by optimizing various handover issues. (C) 2017 Elsevier Ltd. All rights reserved.
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