On the Spectrum and Energy Efficiency in Dynamic Licensed Shared Access Systems: A Multiobjective Optimization Approach

被引:3
|
作者
Onidare, Samuel O. [1 ]
Navaie, Keivan [1 ]
Ni, Qiang [1 ]
机构
[1] Univ Lancaster, Sch Comp & Commun, Lancaster LA1 4WA, England
来源
IEEE ACCESS | 2019年 / 7卷
基金
欧盟地平线“2020”; 英国工程与自然科学研究理事会;
关键词
Energy efficiency; interference probability; licensed shared access (LSA); spectrum efficiency; NETWORKS; MANAGEMENT;
D O I
10.1109/ACCESS.2019.2952686
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In licensed shared access (LSA) systems, the protection of the incumbent in the shared spectrum may degrade the spectrum and energy efficiency of the licensee. In this paper, we examine the optimization of these two performance metrics in a LSA vertical sharing scenario between an airport incumbent, and a mobile network operator licensee. Considering a restriction zone of a pre-defined radius, we derive the probability of the incumbent's interference threshold and then formulate a power allocation scheme as a multi-objective optimization of both energy and spectrum efficiency. We then adopt the weighted sum method to convert this multi-objective optimization into a single objective optimization and convert that into a quasi concave optimization problem. The optimum power allocation is then obtained using fractional programming. We further investigate the impact of various critical operational parameters in conjunction with the two performance metrics. Simulation results indicate a significantly improved energy efficiency in the licensee network as well as the spectrum efficiency comparable to even when the LSA spectrum utilization is unrestricted by the incumbent's maximum interference threshold. Furthermore, we show that with careful selection of the licensee eNodeB coverage radius, transmit power, and users number per eNodeB coverage area, one can engineer the best possible trade-off between the spectrum and energy efficiency.
引用
收藏
页码:164517 / 164532
页数:16
相关论文
共 50 条
  • [21] Framework of Joint Auction and Mixed Graph for Licensed Shared Access Systems
    Wang, Huiyang
    Dutkiewicz, Eryk
    Fang, Gengfa
    Mueck, Markus Dominik
    2015 IEEE INTERNATIONAL SYMPOSIUM ON DYNAMIC SPECTRUM ACCESS NETWORKS (DYSPAN), 2015, : 154 - 163
  • [22] Licensed Shared Access in Distributed Antenna Systems Enabling Network Virtualization
    He, Ying
    Dutkiewicz, Eryk
    Fang, Gengfa
    Mueck, Markus Dominik
    2014 1ST INTERNATIONAL CONFERENCE ON 5G FOR UBIQUITOUS CONNECTIVITY (5GU), 2014, : 76 - 80
  • [23] LOW-FEEDBACK COOPERATIVE OPPORTUNISTIC TRANSMISSION FOR DYNAMIC LICENSED SHARED ACCESS
    Ntougias, Konstantinos
    Taramas, Nick
    Papadias, Constantinos B.
    2015 23RD EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2015, : 1222 - 1226
  • [24] Next generation of radio spectrum management: Licensed shared access for 5G
    Massaro, Maria
    TELECOMMUNICATIONS POLICY, 2017, 41 (5-6) : 422 - 433
  • [25] Energy-Aware Spectrum Sharing for Dynamic Spectrum Access via Monotonic Optimization
    Wu, Yuan
    He, Yanfei
    Qian, Liping
    Ji, Bo
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION WORKSHOP (ICCW), 2015, : 526 - 531
  • [26] An Auction Framework Based on Flexible Transmit Powers in the Licensed Shared Access Systems
    Wang, Huiyang
    Dutkiewicz, Eryk
    Fang, Gengfa
    Mueck, Markus Dominik
    2015 15TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES (ISCIT), 2015, : 269 - 272
  • [27] Constant Information Radar for Dynamic Shared Spectrum Access
    Paul, Bryan
    Bliss, Daniel W.
    2015 49TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2015, : 1374 - 1378
  • [28] A New Prediction Approach for Dynamic Multiobjective Optimization
    Ahrari, Ali
    Elsayed, Saber
    Sarker, Ruhul
    Essam, Daryl
    2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2019, : 2268 - 2275
  • [29] GAVEL: Strategy-Proof Ascending Bid Auction for Dynamic Licensed Shared Access
    Rathinakumar, Saravana
    Marina, Mahesh K.
    MOBIHOC '16: PROCEEDINGS OF THE 17TH ACM INTERNATIONAL SYMPOSIUM ON MOBILE AD HOC NETWORKING AND COMPUTING, 2016, : 121 - 130
  • [30] Outage Performance of Dynamic Spectrum Access Systems with Energy Harvesting Transmitters
    Janghel, Komal
    Prakriya, Shankar
    2014 IEEE 25TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATION (PIMRC), 2014, : 648 - 652