Data collection using unmanned aerial vehicles for Internet of Things platforms

被引:103
|
作者
Goudarzi, Shidrokh [1 ]
Kama, Nazri [1 ]
Anisi, Mohammad Hossein [2 ]
Zeadally, Sherali [3 ]
Mumtaz, Shahid [4 ]
机构
[1] Univ Teknol Malaysia, Adv Informat Sch, Kuala Lumpur, Malaysia
[2] Univ Essex, Sch Comp Sci & Elect Engn, Colchester CO4 3SQ, Essex, England
[3] Univ Kentucky, Coll Commun & Informat, Lexington, KY 40506 USA
[4] Inst Telecomunicaes, Aveiro, Portugal
关键词
Data gathering; Internet of Things; Path smoothing; Traveling salesman problem; Unmanned aerial vehicle; Wireless sensor network; EFFICIENT DATA-COLLECTION; WIRELESS SENSOR NETWORKS; PLANNER;
D O I
10.1016/j.compeleceng.2019.01.028
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In many of the Internet of Things (IoT) applications, a network of sensors that are wire-lessly connected is vital because it provides a better picture of remotely sensed environments. However, traditional network data collection consumes a high amount of energy because of data packets that need to be routed on a hop-by-hop basis to the base station. To alleviate this problem, Unmanned Aerial Vehicles (UAV) have been used to travel over the sensed environment to collect data. The time and motion constraints of UAVs mean that they require the shortest and smoothest paths to address these constraints. So, the shortest path is planned based on Travelling Sales Problem (TSP), and to smoothen the path, we used Bezier curves to convert paths that are flyable. The proposed algorithm exhibits faster data collection in comparison with other solutions, while achieving a high delivery rate of packets and a low energy usage. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1 / 15
页数:15
相关论文
共 50 条
  • [1] Internet of Things Data Collection Using Unmanned Aerial Vehicles in Infrastructure Free Environments
    Liang, Hengshuo
    Gao, Weichao
    Nguyen, James H.
    Orpilla, Mont F.
    Yu, Wei
    IEEE ACCESS, 2020, 8 (08): : 3932 - 3944
  • [2] Dynamic Speed Control of Unmanned Aerial Vehicles for Data Collection under Internet of Things
    Pan, Qi
    Wen, Xiangming
    Lu, Zhaoming
    Li, Linpei
    Jing, Wenpeng
    SENSORS, 2018, 18 (11)
  • [3] Trust data collections via vehicles joint with unmanned aerial vehicles in the smart Internet of Things
    Li, Ting
    Liu, Wei
    Wang, Tian
    Ming, Zhao
    Li, Xiong
    Ma, Ming
    TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2022, 33 (05)
  • [4] Unmanned Vehicles' Placement Optimisation for Internet of Things and Internet of Unmanned Vehicles
    Dragulinescu, Ana-Maria
    Halunga, Simona
    Zamfirescu, Ciprian
    SENSORS, 2021, 21 (21)
  • [5] Reliable Data Collection for Wireless Sensor Networks Using Unmanned Aerial Vehicles
    Vladuta, Alexandru-Valentin
    Bica, Ion
    Patriciu, Victor-Valeriu
    Pop, Florin
    GREEN, PERVASIVE, AND CLOUD COMPUTING (GPC 2017), 2017, 10232 : 323 - 337
  • [6] DATA COLLECTION USING UNMANNED AERIAL VEHICLES AND A DELAY-TOLERANT NETWORK
    Cabrera, Edisson Paul
    Agila, Jefferson Santiago
    Astudillo-Salinas, Fabian
    Vazquez-Rodas, Andres
    Torres, Santiago Patricio
    Minchala-Avila, Ismael
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2023, 19 (05): : 1337 - 1360
  • [7] Covert Wireless Data Collection Based on Unmanned Aerial Vehicles
    Zhou, Xiaobo
    Yan, Shihao
    Shu, Feng
    Chen, Riqing
    Li, Jun
    2019 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2019,
  • [8] Autonomous Vehicles and Unmanned Aerial Systems Data Collection and Liability
    Rodriguez, Gregory
    IEEE TECHNOLOGY AND SOCIETY MAGAZINE, 2019, 38 (03) : 14 - 16
  • [9] Decision-Based Routing for Unmanned Aerial Vehicles and Internet of Things Networks
    Ali, Maisam
    Qureshi, Kashif Naseer
    Newe, Thomas
    Aman, Kashif
    Ibrahim, Ashraf Osman
    Almujaly, Maha
    Nagmeldin, Wamda
    APPLIED SCIENCES-BASEL, 2023, 13 (04):
  • [10] Guest Editorial Special Issue on Unmanned Aerial Vehicles Over Internet of Things
    Bai, Lin
    Guvenc, Ismail
    Yu, Quan
    Zhang, Wei
    IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (02) : 1636 - 1639