UAVs Assisted Delay Optimization in Heterogeneous Wireless Networks

被引:77
作者
Sharma, Vishal [1 ]
Sabatini, Roberto [2 ]
Ramasamy, Subramanian [2 ]
机构
[1] Thapar Univ, Dept Comp Sci & Engn, Patiala 147004, Punjab, India
[2] RMIT Univ, Sch Engn, Aerosp & Aviat Discipline, Melbourne, Vic 3001, Australia
关键词
UAVs; delays; positioning; 5G; HetNets;
D O I
10.1109/LCOMM.2016.2609900
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this letter, an optimal placement and distribution of cooperative unmanned aerial vehicles (UAVs) in the next generation heterogeneous networks is presented in order to optimize the overall network delays. The positioning issue is formulated as a minimax facility problem, which is then resolved using the entropy nets by formation of an optimal placement algorithm. The effectiveness of the proposed approach is demonstrated in terms of significant gains including increased UAV positioning accuracy and reduced delays in UAV allocation.
引用
收藏
页码:2526 / 2529
页数:4
相关论文
共 9 条
[1]   M-CENTER PROBLEM - MINIMAX FACILITY LOCATION [J].
GARFINKEL, RS ;
NEEBE, AW ;
RAO, MR .
MANAGEMENT SCIENCE, 1977, 23 (10) :1133-1142
[2]  
MOZAFFARI M, 2015, P IEEE GLOB COMM C G, P1, DOI DOI 10.1109/GLOCOM.2015.7417609
[3]  
Mozaffari M., 2016, UNMANNED AERIAL VEHI
[4]  
Mozaffari M., 2016, EFFICIENT DEPLOYMENT
[5]   Entropy-based spectrum sensing in cognitive radio [J].
Nagaraj, Santosh V. .
SIGNAL PROCESSING, 2009, 89 (02) :174-180
[6]  
Samarakoon S, 2014, IEEE ICC, P2707, DOI 10.1109/ICC.2014.6883733
[7]   ENTROPY NETS - FROM DECISION TREES TO NEURAL NETWORKS [J].
SETHI, IK .
PROCEEDINGS OF THE IEEE, 1990, 78 (10) :1605-1613
[8]   UAV-Assisted Heterogeneous Networks for Capacity Enhancement [J].
Sharma, Vishal ;
Bennis, Mehdi ;
Kumar, Rajesh .
IEEE COMMUNICATIONS LETTERS, 2016, 20 (06) :1207-1210
[9]   A Cooperative Network Framework for Multi-UAV Guided Ground Ad Hoc Networks [J].
Sharma, Vishal ;
Kumar, Rajesh .
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2015, 77 (3-4) :629-652