Wireless Sensor Networks Based on UAV Auxiliary Energy-Saving Data Collection Algorithms
Authors: 
Aijing Sun, Yijia Li, Shichang LiAuthors Info & Claims
Aijing Sun, Yijia Li, Shichang LiAuthors Info & ClaimsPages 1001 - 1005
Abstract
The selection of wireless sensor networks (WSNs) communication topology and the application of unmanned aerial vehicles (UAV) in data collection are studied in the scenario of being far away from the base station. The topology consists of a set of cluster head nodes that communicate with the UAV. After considering the network energy consumption factors, the optimal number of cluster heads of the network is derived, the network is clustered and the cluster head node is selected. Finally, the cruising path of the drone to collect data from the cluster head is optimized. Simulation results show that the proposed algorithm can effectively save the energy of nodes, prolong network life, and reduce the total distance of the UAV collects data.
References
[1]
Q. Wu, L. Liu, R. Zhang. “Fundamental tradeoffs in communication and trajectory design for UAV enabled wireless network,” IEEE Wireless Commun., 2019, 26(1): 36-34.
[2]
Zeng Y, Zhang R, Lim T J . “Wireless Communications with Unmanned Aerial Vehicles: Opportunities and Challenges,” IEEE Communications Magazine, 2016, 54(5):36-42.
[3]
Ho D T, Esten Ingar Grøtli, Johansen T A. “Heuristic algorithm and cooperative relay for energy efficient data collection with a UAV and WSN,” International Conference on Computing. IEEE, 2013,346–351
[4]
Zhan C, Zeng Y, Zhang R . “Energy-Efficient Data Collection in UAV Enabled Wireless Sensor Network”. IEEE Wireless Communication Letters, 2017, PP(99):1-1.
[5]
Ho D T, Esten Ingar Grøtli, Sujit P B. “Optimization of Wireless Sensor Network and UAV Data Acquisition,” Journal of Intelligent & Robotic Systems, 2015.
[6]
Tazibt C Y, Bekhti M, Djamah T. “Wireless sensor network clustering for UAV-based data gathering,”Wireless Days. IEEE, 2017.
[7]
Chawra V K, Gupta G P. “Multiple UAV Path-Planning for Data Collection in Cluster-based Wireless Sensor Network”2020 First International Conference on Power, Control and Computing Technologies (ICPC2T). IEEE, 2020.
[8]
JIANG Baoqing, CHEN Hongbin “Trajectory Planning for Unmanned Aerial Vehicle Assisted WSN Data Collection Based on Q-Learning”[J], Computer Engineering, 2021, 47(4): 127-134+165.
[9]
Croes G A. “A method for solving traveling-salesman problems,” Operations Research, 1958, 6(6): 791-812.
[10]
Heinzelman W R, Chandrakasan A, Balakrishnan H. “Energy-efficient communication protocol for wireless microsensor networks,”Proceedings of the 33rd Annual Hawaii International Conference on System Sciences(HICSS). Maui, HI, USA: IEEE, 2000: 223-233.
[11]
Wu Q, Sun P, Boukerche A. “A novel data collector path optimization method for lifetime prolonging in wireless sensor networks,”2019 IEEE Global Communications Conference (GLOBECOM). HI, USA: IEEE, 2020: 1-6.
[12]
Nazib R A, Moh S. “Energy-efficient and fast data collection in UAV-aided wireless sensor networks for hilly terrains,” IEEE Access, 2021, PP(99): 23168-23190
Index Terms
- Wireless Sensor Networks Based on UAV Auxiliary Energy-Saving Data Collection Algorithms
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Published In
September 2022
1221 pages
ISBN:9781450396899
DOI:10.1145/3573942
Copyright © 2022 ACM.
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Association for Computing Machinery
New York, NY, United States
Publication History
Published: 16 May 2023
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- Research-article
- Research
- Refereed limited
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- Project information of National Natural Science Foundation of China
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AIPR 2022
AIPR 2022: 2022 5th International Conference on Artificial Intelligence and Pattern Recognition
September 23 - 25, 2022
Xiamen, China
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