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An Effective Data-Collection Scheme with AUV Path Planning in Underwater Wireless Sensor Networks

  • Wahab Khan
  • , Wang Hua
  • , Muhammad Shahid Anwar
  • , Abdullah Alharbi
  • , Muhammad Imran
  • , Javed Ali Khan*
  • *此作品的通讯作者
  • Beijing Institute of Technology
  • King Saud University
  • Federation University Australia
  • University of Science and Technology Bannu

科研成果: 期刊稿件文章同行评审

摘要

Data collection in underwater wireless sensor networks (UWSNs) using autonomous underwater vehicles (AUVs) is a more robust solution than traditional approaches, instead of transmitting data from each node to a destination node. However, the design of delay-aware and energy-efficient path planning for AUVs is one of the most crucial problems in collecting data for UWSNs. To reduce network delay and increase network lifetime, we proposed a novel reliable AUV-based data-collection routing protocol for UWSNs. The proposed protocol employs a route planning mechanism to collect data using AUVs. The sink node directs AUVs for data collection from sensor nodes to reduce energy consumption. First, sensor nodes are organized into clusters for better scalability, and then, these clusters are arranged into groups to assign an AUV to each group. Second, the traveling path for each AUV is crafted based on the Markov decision process (MDP) for the reliable collection of data. The simulation results affirm the effectiveness and efficiency of the proposed technique in terms of throughput, energy efficiency, delay, and reliability.

源语言英语
文章编号8154573
期刊Wireless Communications and Mobile Computing
2022
DOI
出版状态已出版 - 2022

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