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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
ISSN/eISSN0018-9545
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
DOI10.1109/TVT.2020.3026216
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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
被引频次:6[WOS]   [WOS记录]     [WOS相关记录]
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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