Delay-Oriented QoS-Aware User Association and Resource Allocation in Heterogeneous Cellular Networks

被引:38
|
作者
Luo, Xiliang [1 ]
机构
[1] ShanghaiTech Univ, Sch Informat Sci & Technol, Shanghai 201210, Peoples R China
关键词
Quality-of-service (QoS); heterogeneous network; packet delay; bursty traffic; association; resource allocation; block coordinate descent (BCD); alternating-direction method of multipliers (ADMM); distributed algorithm;
D O I
10.1109/TWC.2017.2654458
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To meet ever-growing mobile data traffic, network spatial densification with various low-power nodes in addition to the conventional high-power macro base stations, also known as heterogeneous network (HetNet), is regarded as one key enabling solution. Due to the unplanned nature, HetNets are very irregular and severe interference can happen without judicious designs of the user association rules. Most prior works assumed best-effort traffic and sought the optimal association to maximize metrics, such as the sum of log-rates. In the case of bursty traffic with quality-of-service (QoS) requirements, existing association schemes cannot fully release the traffic offloading capabilities of HetNets. In this paper, we model the downlink traffic to individual mobile station explicitly. Aiming to minimize the network-wide packet delay, we investigate the optimal user association scheme and the corresponding resource allocation algorithm. We then propose the QoS-aware user association (QoSA) strategies of different flavors enjoying low complexity and guaranteed convergence. Furthermore, the proposed QoSA algorithms are readily implemented in distributed manners. Extensive network simulations are carried out to corroborate our designs.
引用
收藏
页码:1809 / 1822
页数:14
相关论文
共 50 条
  • [31] User-aware centralized resource allocation in heterogeneous networks
    Ornatelli, Antonio
    Giuseppi, Alessandro
    Suraci, Vincenzo
    Tortorelli, Andrea
    [J]. 2020 28TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2020, : 292 - 298
  • [32] A QoS-aware and Fair Resource Allocation Scheme for WPANs
    An, Xueli
    Hekmat, Ramin
    [J]. 2009 6TH IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1 AND 2, 2009, : 903 - 907
  • [33] Delay-Aware Uplink User Association and Power Control in Heterogeneous Cellular Networks
    Chen, Zheng
    Qiu, Ling
    Jin, Yinghao
    Liang, Xiaowen
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2015, 4 (06) : 661 - 664
  • [34] Scalable and QoS-Aware Resource Allocation to Heterogeneous Traffic Flows in 5G
    Boujelben, Yassine
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (20) : 15568 - 15581
  • [35] An Efficient QoS-aware Resource Allocation Scheme in WiMAX
    Luo, Shida
    Li, Zisu
    [J]. 2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL II, PROCEEDINGS, 2008, : 796 - 800
  • [36] QoS-Aware Load Balancing in Dense Cellular Networks with Dynamic User Traffic
    He, Shuxin
    Wang, Tianyu
    Wang, Shaowei
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2018,
  • [37] QoS-Aware Dynamic Resource Management in Heterogeneous Mobile Cloud Computing Networks
    Si Pengbo
    Zhang Qian
    Yu, F. Richard
    Zhang Yanhua
    [J]. CHINA COMMUNICATIONS, 2014, 11 (05) : 144 - 159
  • [38] QoS-Aware Admission Control and Resource Allocation for D2D Communications Underlaying Cellular Networks
    Cicalo, Sergio
    Tralli, Velio
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (08) : 5256 - 5269
  • [39] QOS AWARE RESOURCE ALLOCATION FOR HETEROGENEOUS MULTIUSER OFDM WIRELESS NETWORKS
    Al Bashar, M. S.
    Ding, Z.
    Li, Y.
    [J]. 2008 IEEE 9TH WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, VOLS 1 AND 2, 2008, : 535 - +
  • [40] Traffic and QoS-Aware Base Station Sleeping Scheme in Heterogeneous Cellular Networks
    Xiao, Lin
    Wu, Fahui
    Yang, Dingcheng
    Zhu, Yutao
    Liu, Jietong
    [J]. INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2016, 9 (09): : 257 - 266