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内蒙古自治区呼和浩特市赛罕区大学西街235号 邮编: 010021
作者机构:Yanshan Univ Sch Informat Sci & Engn Qinhuangdao Hebei Peoples R China Yanshan Univ Key Lab Comp Virtual Technol & Syst Integrat Hebe Qinhuangdao Hebei Peoples R China Henan Polytech Univ Coll Comp Sci & Technol Jiaozuo Henan Peoples R China
出 版 物:《JOURNAL OF INTERNET TECHNOLOGY》 (J. Internet Technol.)
年 卷 期:2018年第19卷第5期
页 面:1371-1382页
核心收录:
基 金:National Nature Science Foundation [61872311, 61472342, 61572379] Hebei Province Natural Science Foundation, China [F2017203141]
主 题:Artificial bee colony algorithm Cognitive radio networks N-policy Overlay Sleep mode
摘 要:Energy consumption is significant even when the base station is idle in traditional cognitive radio networks. Taking into account both the energy saving in the base station and the latency of the secondary user packets, we propose an energy saving strategy with N-policy sleep mode in this paper. From the perspective of an overlay structure, we establish a two-dimensional continuous-time Markov chain model to capture the stochastic behavior of the proposed strategy. The stable condition of the system is obtained accordingly. Using the method of matrix geometric solution method, we derive the performance measures, such as energy saving rate of system and average latency of secondary user packets. Moreover, we provide simulation statistics as well as analysis results to verify the effectiveness of the proposed strategy and the accuracy of the performance estimation. Finally, we present an artificial bee colony algorithm to optimize the sleep parameter in the proposed strategy.