On Connectivity of UAV-Assisted Data Acquisition for Underwater Internet of Things

被引:69
作者
Wang, Qubeijian [1 ]
Dai, Hong-Ning [1 ]
Wang, Qiu [2 ]
Shukla, Mahendra K. [3 ]
Zhang, Wei [4 ]
Soares, Carlos Guedes [5 ]
机构
[1] Macau Univ Sci & Technol, Fac Informat Technol, Macau, Peoples R China
[2] China Univ Min & Technol, Sch Comp Sci & Technol, Xuzhou 221116, Jiangsu, Peoples R China
[3] Univ Saskatchewan, Dept Elect & Comp Engn, Saskatoon, SK S7N 5A9, Canada
[4] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[5] Inst Super Tecn, Ctr Marine Technol & Ocean Engn, P-1049001 Lisbon, Portugal
基金
澳大利亚研究理事会;
关键词
Atmospheric modeling; Data acquisition; Unmanned aerial vehicles; Underwater acoustics; Internet of Things; Data processing; Connectivity; stochastic geometry; underwater Internet of Things (UIoT); unmanned aerial vehicles (UAVs); MAC PROTOCOLS; PERFORMANCE;
D O I
10.1109/JIOT.2020.2979691
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Underwater exploration activities have grown significantly due to the proliferation of underwater Internet of Things (UIoT). However, to transmit sensor data from UIoT to remote onshore data processing center requires a huge cost of deploying and maintaining communication infrastructures. In this article, we propose an unmanned aerial vehicles (UAVs)-assisted underwater data acquisition scheme by placing multiple sink nodes on the water surface to serve as intermediate relays between underwater sensors (IoT nodes) and UAVs. In our scheme, the sensor data are first transmitted via an acoustic-signal link to a buoyant sink node, which then forwards the data to a UAV via an electromagnetic link. In particular, we adopt two sink-node-deployment methods, i.e., grid placement and random placement of sink nodes. Since the path connectivity from an underwater sensor node to the UAV is crucial to guarantee reliable data acquisition tasks, we establish a theoretical framework to analyze the path connectivity via the intermediate sink node for both grid and random sink-node-deployment methods. Extensive simulation results validate the accuracy of the proposed analytical model. Moreover, our results also reveal the relationship between the path connectivity and other factors, such as sink node placements, antenna beamwidth of UAVs, and wind speed. We also further extend our UAV-assisted data acquisition to other scenarios with the consideration of trajectories of UAVs, movements of sink nodes, interference of both underwater acoustic and terrestrial radio links, and integration with edge computing.
引用
收藏
页码:5371 / 5385
页数:15
相关论文
共 52 条
[1]   Unmanned Aerial Vehicle Based Wireless Sensor Network for Marine-Coastal Environment Monitoring [J].
A. Trasvina-Moreno, Carlos ;
Blasco, Ruben ;
Marco, Alvaro ;
Casas, Roberto ;
Trasvina-Castro, Armando .
SENSORS, 2017, 17 (03)
[2]   Mobile Edge Computing: A Survey [J].
Abbas, Nasir ;
Zhang, Yan ;
Taherkordi, Amir ;
Skeie, Tor .
IEEE INTERNET OF THINGS JOURNAL, 2018, 5 (01) :450-465
[3]   A Tractable Approach to Coverage and Rate in Cellular Networks [J].
Andrews, Jeffrey G. ;
Baccelli, Francois ;
Ganti, Radha Krishna .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2011, 59 (11) :3122-3134
[4]   On the connectivity of Ad hoc networks [J].
Bettstetter, C .
COMPUTER JOURNAL, 2004, 47 (04) :432-447
[5]   Efficient 3-D Placement of an Aerial Base Station in Next Generation Cellular Networks [J].
Bor-Yaliniz, R. Irem ;
El-Keyi, Amr ;
Yanikomeroglu, Haiti .
2016 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2016,
[6]   Collision Avoidance Energy Efficient Multi-Channel MAC Protocol for UnderWater Acoustic Sensor Networks [J].
Bouabdallah, Fatma ;
Zidi, Chaima ;
Boutaba, Raouf ;
Mehaoua, Ahmed .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2019, 18 (10) :2298-2314
[7]   GeoUAVs: A new geocast routing protocol for fleet of UAVs [J].
Bousbaa, Fatima Zohra ;
Kerrache, Chaker Abdelaziz ;
Mahi, Zohra ;
Tahari, Abdou El Karim ;
Lagraa, Nasreddine ;
Yagoubi, Mohamed Bachir .
COMPUTER COMMUNICATIONS, 2020, 149 :259-269
[8]   Data Collection in Underwater Sensor Networks based on Mobile Edge Computing [J].
Cai, Shaobin ;
Zhu, Yong ;
Wang, Tian ;
Xu, Guangquan ;
Liu, Anfeng ;
Liu, Xuxun .
IEEE ACCESS, 2019, 7 :65357-65367
[9]   THE NORMAL-MODE THEORY OF AIR-TO-WATER SOUND-TRANSMISSION IN THE OCEAN [J].
CHAPMAN, DMF ;
WARD, PD .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1990, 87 (02) :601-618
[10]   A Survey on MAC Protocols for Underwater Wireless Sensor Networks [J].
Chen, Keyu ;
Ma, Maode ;
Cheng, En ;
Yuan, Fei ;
Su, Wei .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2014, 16 (03) :1433-1447