发表状态 | 已发表Published |
题名 | Millimeter-Wave Base Station Deployment Using the Scenario Sampling Approach |
作者 | |
发表日期 | 2020-11-01 |
发表期刊 | IEEE Transactions on Vehicular Technology
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ISSN/eISSN | 0018-9545 |
卷号 | 69期号:11页码:14013-14018 |
摘要 | While the Poisson point process (PPP) has been widely employed to model the user distribution in many network design problems, an existing challenge is that it often reveals inaccuracy in small-cell networks. In this paper, instead of employing PPP, we capture the randomness of user equipment (UE) by collecting many their realizations. Specifically, we focus on the millimeter-wave (mmWave) base station (BS) deployment problem in an urban geometry, based on the application of a scenario sampling approach, previously introduced for large-scale optimization, to quantitatively sample a portion of the UE realizations. Motivated by the scenario sampling, a reduced-scale mmWave BS deployment problem is formulated, whose optimal solution is attained by the proposed low-complexity iterative search algorithm. A required number of samples that guarantee a specified majority of the link quality constraints is analyzed. Simulation results verify the scenario sampling theory and the effectiveness of the proposed algorithm. |
关键词 | base station deployment large-scale integer linear programming Millimeter-wave networks scenario sampling |
DOI | 10.1109/TVT.2020.3026216 |
URL | 查看来源 |
收录类别 | SCIE |
语种 | 英语English |
WOS研究方向 | Engineering ; Telecommunications ; Transportation |
WOS类目 | Engineering, Electrical & Electronic ; Telecommunications ; Transportation Science & Technology |
WOS记录号 | WOS:000589638700136 |
Scopus入藏号 | 2-s2.0-85096333437 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/6138 |
专题 | 理工科技学院 |
通讯作者 | Wong, Eric Wing Ming |
作者单位 | 1.Department of Electrical Engineering,City University of Hong Kong,Hong Kong,Hong Kong 2.Department of Electrical Engineering and Computer Science,University of Kansas,Lawrence,66045,United States 3.Department of Statistics,BNU-HKBU United International College,Zhuhai, Guangdong,519087,China |
推荐引用方式 GB/T 7714 | Dong, Miaomiao,Kim, Taejoon,Wu, Jingjinet al. Millimeter-Wave Base Station Deployment Using the Scenario Sampling Approach[J]. IEEE Transactions on Vehicular Technology, 2020, 69(11): 14013-14018. |
APA | Dong, Miaomiao, Kim, Taejoon, Wu, Jingjin, & Wong, Eric Wing Ming. (2020). Millimeter-Wave Base Station Deployment Using the Scenario Sampling Approach. IEEE Transactions on Vehicular Technology, 69(11), 14013-14018. |
MLA | Dong, Miaomiao,et al."Millimeter-Wave Base Station Deployment Using the Scenario Sampling Approach". IEEE Transactions on Vehicular Technology 69.11(2020): 14013-14018. |
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