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
  • [1] QoS-Aware User Association for Load Balancing in Heterogeneous Cellular Networks
    Zhou, Tianqing
    Huang, Yongming
    Huang, Wei
    Li, Shidang
    Sun, Yuan
    Yang, Luxi
    [J]. 2014 IEEE 80TH VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL), 2014,
  • [2] A Sequential Auction Game for QoS-aware User Association in Heterogeneous Cellular Networks
    Su, Gongchao
    Chen, Bin
    Lin, Xiaohui
    Wang, Hui
    [J]. 2018 TENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN 2018), 2018, : 464 - 468
  • [3] QoS-Aware Resource Allocation for Mobile Edge Networks: User Association, Precoding and Power Allocation
    Niu, Guanchong
    Cao, Qi
    Pun, Man-On
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (12) : 12617 - 12630
  • [4] QoS-Aware Radio Resource Allocation for Ultra-dense Heterogeneous Networks
    Adedoyin, Mary
    Falowo, Olabisi
    [J]. 2017 IEEE 28TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2017,
  • [5] QoS-aware cell association based on traffic prediction in heterogeneous cellular networks
    Qi, Yanjia
    Wang, Hongyu
    [J]. IET COMMUNICATIONS, 2017, 11 (18) : 2775 - 2782
  • [6] QoS-Aware Energy-Efficient Radio Resource Allocation in Heterogeneous Wireless Networks
    Zou, Jingwei
    Xi, Qi
    Zhang, Qian
    He, Chen
    Jiang, Lingge
    Ding, Jianfeng
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION WORKSHOP (ICCW), 2015, : 2781 - 2786
  • [7] QoS-Aware User Association and Resource Allocation in LAA-LTE/WiFi Coexistence Systems
    Tan, Junjie
    Xiao, Sa
    Han, Shiying
    Liang, Ying-Chang
    Leung, Victor C. M.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 18 (04) : 2415 - 2430
  • [8] Delay-aware Wireless Resource Allocation and User Association in LiFi-WiFi Heterogeneous Networks
    Vijayaraghavan, Hansini
    Kellerer, Wolfgang
    [J]. 2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [9] A QoS-aware VoD resource sharing scheme for heterogeneous networks
    Huang, Chenn-Jung
    Hu, Kai-Wen
    Chen, You-Jia
    Chen, Chun-Hua
    Luo, Yun-Cheng
    [J]. COMPUTER NETWORKS, 2009, 53 (07) : 1087 - 1098
  • [10] Adaptive QoS-aware Resource Management in Heterogeneous Wireless Networks
    Hwang, I-Shyan
    Hwang, Bor-Jiunn
    Lai, K. Robert
    Ku, Ling-Feng
    Hwang, Chien-Chieh
    [J]. 2008 22ND INTERNATIONAL WORKSHOPS ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOLS 1-3, 2008, : 880 - +