Optimizing UAV-assisted IoT sensor networks: A multi-objective approach to data collection and routing

被引：0

作者：

Mohammed, Yasir I. ^{[1
]}

Hassan, Rosilah ^{[1
]}

Hasan, Mohammad Kamrul ^{[1
]}

Abbas, Huda Saleh ^{[2
]}

Khan, Muhammad Attique ^{[3
,6
]}

Baili, Jamel ^{[4
]}

Gupta, Deepak ^{[5
,7
]}

机构：

[1] Center for Cyber Security, Faculty of information Science and Technology, Universiti Kebangsaan Malaysia (UKM), Bangi,43600, Malaysia

[2] Department of Computer Science, College of Computer Science and Engineering, Taibah University, Saudi Arabia

[3] Department of Computer Science and Engineering, College of Informatics, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul,02841, Korea, Republic of

[4] Department of Computer Engineering, College of Computer Science, King Khalid University, Abha,61413, Saudi Arabia

[5] Maharaja Agrasen Institute of Technology, Delhi, India

[6] Department of AI, College of Computer Engineering and Science, Prince Mohammad Bin Fahd University, Saudi Arabia

[7] Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India

来源：

Alexandria Engineering Journal | 2025年 / 115卷

关键词：

D O I：

10.1016/j.aej.2024.12.018

中图分类号：

V27 [各类型航空器];

学科分类号：

082503 ;

摘要：

Unmanned Aerial Vehicles (UAVs) are powerful tools for data gathering in IoT sensor networks, enhancing efficiency in challenging environments. This research proposes an optimized UAV deployment and data routing approach, addressing energy use, coverage, and communication delays. The study guarantees comprehensive coverage and effective data management by employing sophisticated optimisation methodologies. The solution achieves significant energy savings, reduced latency, and improved performance, offering a robust framework for large-scale IoT applications like agriculture, disaster response, and environmental monitoring. © 2024 The Authors

引用

页码：47 / 56

共 50 条

[21] UAV-Assisted Data Collection and Transmission Using Petal Algorithm in Wireless Sensor Networks
Li, Xueqiang
Tao, Ming
Yang, Shuling
ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2023, PT VII, 2024, 14493 : 114 - 125
[22] UAV-assisted data gathering in wireless sensor networks
Mianxiong Dong
Kaoru Ota
Man Lin
Zunyi Tang
Suguo Du
Haojin Zhu
The Journal of Supercomputing, 2014, 70 : 1142 - 1155
[23] UAV-assisted data gathering in wireless sensor networks
Dong, Mianxiong
Ota, Kaoru
Lin, Man
Tang, Zunyi
Du, Suguo
Zhu, Haojin
JOURNAL OF SUPERCOMPUTING, 2014, 70 (03): : 1142 - 1155
[24] Energy-Efficient Data Collection Maximization for UAV-Assisted Wireless Sensor Networks
Chen, Mengyu
Liang, Weifa
Li, Jing
2021 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2021,
[25] Data Collection in IoT Using UAV Based on Multi-Objective Spotted Hyena Optimizer
Al-Khafaji, Hamza Mohammed Ridha
SENSORS, 2022, 22 (22)
[26] Multi-objective UAV routing
Hernandez-Hernandez, Lucia
Tsourdos, Antonios
Shin, Hyo-Sang
Waldock, Antony
2014 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS), 2014, : 534 - 542
[27] A multi-objective Gray Wolf algorithm for routing in IoT Collection Networks with real experiments
Tlili, Sihem
Mnasri, Sami
Val, Thierry
2021 IEEE NATIONAL COMPUTING COLLEGES CONFERENCE (NCCC 2021), 2021, : 1072 - +
[28] Joint Sensor Localization and Data Collection in UAV-Assisted Wireless Sensor Network
Zhu, Mingyue
Xu, Wenyan
Guo, Ningyan
Wei, Zhiqing
2022 14TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING, WCSP, 2022, : 894 - 899
[29] UAV-assisted multi-tier computing framework for IoT networks
Tout, Abeer
Sharafeddine, Sanaa
Abbas, Nadine
AD HOC NETWORKS, 2023, 142
[30] Radio resource management in energy harvesting cooperative cognitive UAV assisted IoT networks: A multi-objective approach
Ramzan, Muhammad Rashid
Naeem, Muhammad
Chughtai, Omer
Ejaz, Waleed
Altaf, Mohammad
DIGITAL COMMUNICATIONS AND NETWORKS, 2024, 10 (04) : 1088 - 1102

← 1 2 3 4 5 →