Title
3D UAV Placement and Resource Allocation in Software Defined Cellular Networks
Abstract
A promising solution to satisfying the demand for flexible and elastic networks in an unexpected or temporary event is to constitute drone-cells, which are formed by quick deployment of unmanned aerial vehicles (UAVs). The multidimensional ground-air resources in the drone-assisted networks make resource allocation a critical issue in future cellular networks. A UAV placement and resource allocation algorithm is proposed that utilizes the global view and the elastic characteristics of software defined cellular networks (SDCNs). A utility maximization problem is formulated to study the reasonable three-dimensional (3D) UAV placement and optimize the tradeoff between the associated number of users and the transmission power of UAVs, which also keeps the associated users’ QoS requirement higher than the threshold. After mathematical manipulations, the intractable utility maximization problem is converted into a two-phase algorithm involving optimal drone-cell altitude-to-radius ratio, and the optimal resource allocation. Simulation results indicate the growth of the average achievable data rate of users and the network tradeoff utility of the proposed algorithm, compared with the fixed transmission power for optimal UAV placement and two-dimensional (2D) UAV placement for optimal resource allocation schemes. By deploying the new designs, the maximum data rate gain can reach up to 39.79%.
Year
DOI
Venue
2018
10.1109/ICCChinaW.2018.8674492
2018 IEEE/CIC International Conference on Communications in China (ICCC Workshops)
Keywords
Field
DocType
Resource management,Cellular networks,Unmanned aerial vehicles,Three-dimensional displays,Quality of service,Base stations,Conferences
Resource management,Base station,Mathematical optimization,Software deployment,Computer science,Quality of service,Real-time computing,Utility maximization problem,Software,Resource allocation,Cellular network
Conference
ISSN
ISBN
Citations 
2377-8644
978-1-5386-7011-8
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Chunyu Pan141.74
Changchuan Yin254856.53
Jian Yu331.73
Kiran Nahida411.70