Load Aware Joint CoMP Clustering and Inter-Cell Resource Scheduling in Heterogeneous Ultra Dense Cellular Networks
文献类型：期刊论文
| 作者 | Liu, Ling1,2,3; Zhou, Yiqing1,2,3; Garcia, Virgile1,3; Tian, Lin1,3; Shi, Jinglin1,2,3 |
| 刊名 | IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
 |
| 出版日期 | 2018-03-01 |
| 卷号 | 67期号:3页码:2741-2755 |
| 关键词 | Heterogeneous ultra dense networks coordinated multipoint clustering load aware inter-cell resource scheduling |
| ISSN号 | 0018-9545 |
| DOI | 10.1109/TVT.2017.2773640 |
| 英文摘要 | For coordinated multipoint transmission in heterogeneous ultra dense networks (HUDN), clustering and multicell resource scheduling should be carried out jointly. Based on the a-fairness function, the joint optimization problem is formulated that is NP-hard. A two-step joint clustering and scheduling (TS-JCS) scheme is proposed. Considering the extremely imbalanced cell loads in HUDN, the impact of cell loads on resource availability must be concerned, and a novel load aware clustering (LAC) is designed at the first step and solved by game theory. Based on the clustering results, a fair graph-coloring based inter-cell resource scheduling can be employed at the second step to maximize the resource utilization. Simulations are carried out to evaluate the performance of TS-JCS in a three-layer HUDN. It is shown that the utility of TS-JCS is close to the optimal value, demonstrating the high effectiveness of TS-JCS to solve the joint optimization problem. Compared with non-joint schemes, when fairness is considered in TS-JCS with alpha = 1 and alpha = 2, the average throughput can be improved by about 30% while keeping similar performance in cell-edge throughput. Finally, it is also shown that in HUDN with imbalanced load, the performance gain of TS-JCS with alpha = 1 and alpha = 2 over the baseline scheme is obvious compared to that in regular hexagonal networks with uniformly distributed loads, demonstrating the importance of the load aware scheme LAC for HUDN. |
| 资助项目 | National Natural Science Foundation of China[61571425] |
| WOS研究方向 | Engineering ; Telecommunications ; Transportation |
| 语种 | 英语 |
| WOS记录号 | WOS:000427863000072 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/5923]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Zhou, Yiqing |
| 作者单位 | 1.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Chinese Acad Sci, Beijing Key Lab Mobile Comp & Pervas Device, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, Ling,Zhou, Yiqing,Garcia, Virgile,et al. Load Aware Joint CoMP Clustering and Inter-Cell Resource Scheduling in Heterogeneous Ultra Dense Cellular Networks[J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,2018,67(3):2741-2755. |
| APA | Liu, Ling,Zhou, Yiqing,Garcia, Virgile,Tian, Lin,&Shi, Jinglin.(2018).Load Aware Joint CoMP Clustering and Inter-Cell Resource Scheduling in Heterogeneous Ultra Dense Cellular Networks.IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY,67(3),2741-2755. |
| MLA | Liu, Ling,et al."Load Aware Joint CoMP Clustering and Inter-Cell Resource Scheduling in Heterogeneous Ultra Dense Cellular Networks".IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 67.3(2018):2741-2755. |
入库方式： OAI收割
来源：计算技术研究所
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