Unmanned Aerial Base Stations for NB-IoT: Trajectory Design and Performance Analysis

被引:2
作者
Mignardi, Silvia [1 ]
Mikhaylov, Konstantin [2 ]
Cacchiani, Valentina [1 ]
Verdone, Roberto [1 ]
Buratti, Chiara [1 ]
机构
[1] Univ Bologna, DEI, Bologna, Italy
[2] Univ Oulu, Ctr Wireless Commun, Oulu, Finland
来源
2020 IEEE 31ST ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (IEEE PIMRC) | 2020年
关键词
NB-IoT; Unmanned Aerial Base Stations; Traveling Salesman Problem;
D O I
10.1109/pimrc48278.2020.9217311
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 this paper, we consider a NarrowBand-Internet of Things (NB-IoT) network where an Unmanned Aerial Vehicle (UAV) is employed to gather data from IoT devices deployed in a given area. It is well known that UAVs may fly over the terrestrial plane, where and when needed, acting as Unmanned Aerial Base Stations (UABs). In order to serve as many ground IoT devices as possible, a proper trajectory design is fundamental. As we show in the paper, the optimization of the UAV speed and the radio parameters are also essential. Specifically, this paper studies a cluster-based scenario, where IoT devices are deployed according to a Thomas process, and applies a Traveling Salesman Problem approach to design the UAB trajectory. Notably, our model considers the protocol constraints on the number of resource units available on the UAB's NPUSCH, and the data rate that it can provide to IoT devices. Our results reveal the impact of different design parameters, such as UAB speed and NPRACH periodicity on the network throughput and the number of requests served.
引用
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页数:6
相关论文
共 17 条
[1]   Optimal LAP Altitude for Maximum Coverage [J].
Al-Hourani, Akram ;
Kandeepan, Sithamparanathan ;
Lardner, Simon .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2014, 3 (06) :569-572
[2]  
[Anonymous], 2017, TELECOM OPERATORS AG
[3]  
Chen J., 2017, PROC IEEE INT C COMM, P1
[4]   SOLUTION OF A LARGE-SCALE TRAVELING-SALESMAN PROBLEM [J].
DANTZIG, G ;
FULKERSON, R ;
JOHNSON, S .
JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF AMERICA, 1954, 2 (04) :393-410
[5]  
Dormehl L., 7 DRONES CAN STAY AI
[6]  
Giannini C, 2016, INT SYM WIRELESS COM, P603, DOI 10.1109/ISWCS.2016.7600975
[7]  
Haenggi M., 2012, Stochastic geometry for wireless networks
[8]  
Ladosz P, 2016, INT CONF UNMAN AIRCR, P1140, DOI 10.1109/ICUAS.2016.7502562
[9]   Placement Optimization of UAV-Mounted Mobile Base Stations [J].
Lyu, Jiangbin ;
Zeng, Yong ;
Zhang, Rui ;
Lim, Teng Joon .
IEEE COMMUNICATIONS LETTERS, 2017, 21 (03) :604-607
[10]  
Mohammed F, 2014, INT CONF UNMAN AIRCR, P267, DOI 10.1109/ICUAS.2014.6842265