ShanghaiTech University Knowledge Management System
| A matching-based user pairing and resource allocation mechanism for V-MIMO systems | |
| 2018 | |
| 会议录名称 | 2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, ICC 2018 |
| 卷号 | 2018-May |
| 发表状态 | 已发表 |
| DOI | 10.1109/ICC.2018.8422368 |
| 摘要 | In this paper, we investigate the joint user pairing and resource allocation (UP-RA) problem in uplink multi-user MIMO or virtual MIMO (V-MIMO) systems. Due to the practical transmission constraints, solving such a joint optimization problem is NP-hard. Therefore, we study this problem from a novel perspective, and propose a universal and efficient heuristic algorithm. First, we formulate the UP-RA problem as a special many-to-one matching problem with constraints. Different from most existing researches, we consider a universal scheduling problem, instead of a particular one. Then, we modify the classical deferred acceptance (DA) algorithm which is designed for the common many-to-one matching problem, and develop a lowcomplex heuristic algorithm called adapted deferred acceptance (ADA) algorithm for the UP-RA problem. Numerical results demonstrate that the ADA algorithm achieves robust and better performance compared with other representative algorithms in many scenarios. © 2018 IEEE. |
| 会议地点 | Kansas City, MO, United states |
| 收录类别 | EI ; CPCI-S ; CPCI |
| 出版者 | Institute of Electrical and Electronics Engineers Inc. |
| EI入藏号 | 20183305704075 |
| EI主题词 | Heuristic algorithms ; Resource allocation |
| EI分类号 | Computer Programming:723.1 ; Management:912.2 |
| 原始文献类型 | Conference article (CA) |
| 引用统计 | 正在获取...
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| 文献类型 | 会议论文 |
| 条目标识符 | https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/28248 |
| 专题 | 信息科学与技术学院_博士生 信息科学与技术学院_PI研究组_杨旸组 科道书院 |
| 通讯作者 | Liu, Zening |
| 作者单位 | 1.School of Information Science and Technology, Shanghaitech University, Shanghai, China 2.Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China 3.Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China 4.Shanghai Research Center for Wireless Communications, Shanghai, China |
| 第一作者单位 | 信息科学与技术学院 |
| 通讯作者单位 | 信息科学与技术学院 |
| 第一作者的第一单位 | 信息科学与技术学院 |
| 推荐引用方式 GB/T 7714 | Liu, Zening,Jia, Boqi,Yang, Xiumei,et al. A matching-based user pairing and resource allocation mechanism for V-MIMO systems[C]:Institute of Electrical and Electronics Engineers Inc.,2018. |
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