Interference minimization algorithms for fifth generation and beyond systems

被引:5
作者
AlSheyab, Huda Y. [1 ]
Choudhury, Salimur [2 ]
Bedeer, Ebrahim [3 ]
Ikki, Salama S. [1 ]
机构
[1] Lakehead Univ, Dept Elect & Comp Engn, Thunder Bay, ON, Canada
[2] Lakehead Univ, Dept Comp Sci, Thunder Bay, ON, Canada
[3] Univ Saskatchewan, Dept Elect & Comp Engn, Saskatoon, SK, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
5G+; Integer linear program (ILP); Network flying platforms (NFP); Small cells (SC); Unmanned aerial vehicles (UAV); 5G; COMMUNICATION; MANAGEMENT; NETWORKS;
D O I
10.1016/j.comcom.2020.03.046
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
5G and beyond (5G+) systems promise to provide better real-time services, efficient spectrum utilization, energy efficiency, and enhanced coverage. An ultra-dense small cells (SCs) network is an exceptional approach to serve these requirements; however, comes with the undesirable price of system interference. Therefore, achieving a target data rate with minimal total system interference is a key research problem facing this generation. This paper utilizes the concept of associating SCs with network flying platforms (NFPs) such as unmanned balloons, drones, unmanned aerial vehicles (UAVs). Each of these act as hubs between the core network and SCs. The association problem of SCs with NFPs is investigated while taking into consideration the following constraints: the number of NFP links, the NFP's maximum bandwidth, whether a target data rate is maintained, etc. The goal of this work is to study the association problem of SCs with NFPs in order to achieve a minimized total interference. Two variants are discussed in this research. These are NP-hard problems that can be solved numerically using Integer Linear Programming to obtain the optimal solution. The first variant minimizes total interference while satisfying each SC data rate target and the second variant is to minimize the total interference while maintaining the system total sum rate target. We propose the bipartite matching and local search based algorithms to obtain sub-optimal solutions with reduced complexity. Integer linear programming based solution is examined to compare the performance of the proposed solutions. Simulation results show lower interference levels which approaching the derived bound with minimum total interference.
引用
收藏
页码:145 / 158
页数:14
相关论文
共 44 条
[1]  
Aarts E., 2003, Local search in combinatorial optimization, chapter 6, DOI DOI 10.1515/9780691187563
[2]  
Ahmad HM, 2017, AEBMR ADV ECON, V36, P1
[3]   UAVs assessment in software-defined IoT networks: An overview [J].
Al-Turjman, Fadi ;
Abujubbeh, Mohammad ;
Malekloo, Arman ;
Mostarda, Leonardo .
COMPUTER COMMUNICATIONS, 2020, 150 :519-536
[4]   Energy Aware Resource Allocation in Multi-Hop Multimedia Routing via the Smart Edge Device [J].
Al-Turjman, Fadi ;
Deebak, B. D. ;
Mostarda, Leonardo .
IEEE ACCESS, 2019, 7 :151203-151214
[5]   Enhanced Deployment Strategy for the 5G Drone-BS Using Artificial Intelligence [J].
Al-Turjman, Fadi ;
Lemayian, Joel Poncha ;
Alturjman, Sinem ;
Mostarda, Leonardo .
IEEE ACCESS, 2019, 7 :75999-76008
[6]   IoT-enabled smart grid via SM: An overview [J].
Al-Turjman, Fadi ;
Abujubbeh, Mohammad .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 96 :579-590
[7]   5G/IoT-enabled UAVs for multimedia delivery in industry-oriented applications [J].
Al-Turjman, Fadi ;
Alturjman, Sinem .
MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (13-14) :8627-8648
[8]   Near-Optimal Resource Allocation Algorithms for 5G+Cellular Networks [J].
Alsheyab, Huda Yousef ;
Choudhury, Salimur ;
Bedeer, Ebrahim ;
Ikki, Salama S. .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (07) :6578-6592
[9]   FSO-Based Vertical Backhaul/Fronthaul Framework for 5G+Wireless Networks [J].
Alzenad, Mohamed ;
Shakir, Muhammad Z. ;
Yanikomeroglu, Halim ;
Alouini, Mohamed-Slim .
IEEE COMMUNICATIONS MAGAZINE, 2018, 56 (01) :218-224
[10]   What Will 5G Be? [J].
Andrews, Jeffrey G. ;
Buzzi, Stefano ;
Choi, Wan ;
Hanly, Stephen V. ;
Lozano, Angel ;
Soong, Anthony C. K. ;
Zhang, Jianzhong Charlie .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) :1065-1082