On Tethered UAV-Assisted Heterogeneous Network

被引:13
|
作者
Zhang, Shuai [1 ]
Liu, Weiqi [1 ]
Ansari, Nirwan [1 ]
机构
[1] New Jersey Inst Technol, Adv Networking Lab, Dept Elect & Comp Engn, Newark, NJ 07102 USA
基金
美国国家科学基金会;
关键词
Resource management; Wireless communication; Throughput; Quality of service; Heterogeneous networks; Cameras; Buildings; Tethered unmanned aerial vehicles; optimal placement; resource allocation; VEHICLE BASE STATION; RESOURCE-ALLOCATION; 3-D PLACEMENT; ALTITUDE; DESIGN; POWER;
D O I
10.1109/TVT.2021.3130130
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
Unmanned aerial vehicle (UAV)-assisted heterogeneous network has drawn great research interests as it can significantly improve the capacity and coverage of cellular networks. An UAV can act as a flying base station (BS) or a relay when the regular terrestrial infrastructure is malfunctioned or overloaded. However, the deployment of UAV-mounted communication infrastructure is confined by the limited on-board energy and short battery life. To prolong the lifetime of each UAV, connecting it with a ground charging station (GCS) through a tether could be a promising and feasible solution. In this paper, we aim to maximize the sum rate of all users by jointly optimizing the user association, resource allocation and placement of the GCSs and the aerial UAVs. In addition, the constraint of each user's quality of service (QoS) requirement and total available resource are considered. To tackle this problem, we propose a cyclic iterative algorithm to efficiently obtain suboptimal solutions. Specifically, the primal problem is decomposed into three subproblems, i.e., the TUAV placement problem, the resource allocation problem and the user association problem. Then, the three sub-problems are alternately and iteratively optimized by using the outputs of the first two as the input for the third. Numerical experiments demonstrate that our proposed algorithm outperforms baseline algorithms under different setups.
引用
收藏
页码:975 / 983
页数:9
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