Adaptive Resource Management Strategy in Practical Multi-Radio Heterogeneours Networks

被引:15
作者
Gerasimenko, Mikhail [1 ]
Moltchanov, Dmitri [1 ]
Andreev, Sergey [1 ]
Koucheryavy, Yevgeni [1 ]
Himayat, Nageen [2 ]
Yeh, Shu-Ping [2 ]
Talwar, Shilpa [2 ]
机构
[1] Tampere Univ Technol, Dept Elect & Commun Engn, Tampere 33720, Finland
[2] Intel Corp, Santa Clara, CA 95054 USA
来源
IEEE ACCESS | 2017年 / 5卷
基金
芬兰科学院;
关键词
5G; capacity improvement; fairness; heterogeneous networks; multi-RAT; resource allocation; WIRELESS NETWORKS; COMMUNICATION-NETWORKS; PROPORTIONAL FAIRNESS; CELLULAR NETWORKS; ACCESS NETWORKS; 5G; SELECTION; ALLOCATION; LOAD; PERSPECTIVE;
D O I
10.1109/ACCESS.2016.2638022
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The ongoing evolution of mobile wireless communications has resulted in the vision of a multi-radio heterogeneous network (HetNet) that comprises cells of different scales controlled by various radio access technologies (RATs). These emerging architectures call for more advanced methods of cross-RAT radio resource allocation, which are the primary focus of this article. In this paper, based on network flow optimization techniques, we adapt the concept of weighted alpha-fairness for efficient resource management in future HetNets. The corresponding scheme relies on a certain degree of centralized control of the HetNet architecture and allows to achieve the desired balance between the overall system throughput and the fairness of the resulting resource allocations based on a single parameter. Our analytical findings, validated with detailed system-level simulations, are expected to further advance the understanding of feasible resource control strategies in intelligent multi-radio networks, as well as help optimize the performance of next-generation HetNets.
引用
收藏
页码:219 / 235
页数:17
相关论文
共 50 条
  • [1] 3GPP, 2010, document TR 36
  • [2] 3GPP, 2009, M2135 3GPP ITUR
  • [3] 3GPP, 2015, CISC VIS NETW IND GL
  • [4] INTELLIGENT ACCESS NETWORK SELECTION IN CONVERGED MULTI-RADIO HETEROGENEOUS NETWORKS
    Andreev, Sergey
    Gerasimenko, Mikhail
    Galinina, Olga
    Koucheryavy, Yevgeni
    Himayat, Nageen
    Yeh, Shu-ping
    Talwar, Shilpa
    [J]. IEEE WIRELESS COMMUNICATIONS, 2014, 21 (06) : 86 - 96
  • [5] What Will 5G Be?
    Andrews, Jeffrey G.
    Buzzi, Stefano
    Choi, Wan
    Hanly, Stephen V.
    Lozano, Angel
    Soong, Anthony C. K.
    Zhang, Jianzhong Charlie
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) : 1065 - 1082
  • [6] AN OVERVIEW OF LOAD BALANCING IN HETNETS: OLD MYTHS AND OPEN PROBLEMS
    Andrews, Jeffrey G.
    Singh, Sarabjot
    Ye, Qiaoyang
    Lin, Xingqin
    Dhillon, Harpreet S.
    [J]. IEEE WIRELESS COMMUNICATIONS, 2014, 21 (02) : 18 - 25
  • [7] Seven Ways that HetNets Are a Cellular Paradigm Shift
    Andrews, Jeffrey G.
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (03) : 136 - 144
  • [8] Femtocells: Past, Present, and Future
    Andrews, Jeffrey G.
    Claussen, Holger
    Dohler, Mischa
    Rangan, Sundeep
    Reed, Mark C.
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2012, 30 (03) : 497 - 508
  • [9] [Anonymous], 2011, COORDINATED MULTIPOI
  • [10] [Anonymous], 2016, WINTERSIM SYSTEM LEV