4.7 Article

UAV-Assisted Data Collection for Dynamic and Heterogeneous Wireless Sensor Networks

期刊

IEEE WIRELESS COMMUNICATIONS LETTERS
卷 11, 期 6, 页码 1288-1292

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LWC.2022.3164784

关键词

Wireless sensor networks; Energy consumption; Trajectory; Data collection; Autonomous aerial vehicles; Signal to noise ratio; Indexes; Heterogeneous wireless sensor networks; UAV; working mode; cluster heads

资金

  1. National Natural Science Foundation of China [62001168]
  2. Foundation and Application Research Grant of Guangzhou [202102020515]

向作者/读者索取更多资源

The proposed energy-saving UAV-assisted data collection framework dynamically determines the working mode and energy threshold of sensor nodes to minimize the energy consumption of heterogeneous wireless sensor networks, while ensuring successful data transmission.
To consider the heterogeneity of sensor nodes (SNs) and further protect the SNs with low residual energy, in this letter, we propose an energy-saving UAV-assisted data collection framework for a heterogeneous wireless sensor network (WSN), where the working mode of each SN is dynamically determined by its residual energy and a certain energy threshold. Our aim is to minimize the WSN's energy consumption by jointly optimizing the energy threshold, SNs' working modes and cluster head (CH) selection, while ensuring successful data transmission and satisfying UAV trajectory length constraint. To address it, we propose a one-dimensional search method to find the optimal energy threshold, and leverage a sequential rank-one constraint relaxation algorithm to select the CHs. Numerical results justify that the performance of our proposed approach is more energy-saving than the existing benchmarks.

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