Laser & Optoelectronics Progress, Volume. 59, Issue 7, 0728003(2022)

Distance Vector Hop Positioning Based on Double Communication Radius and Improved Gray Wolf Algorithm

Pengchen Cai1,2, Damin Zhang1,2、*, Linna Zhang1,2, Dexin Yin1,2, and Weina Qin1,2
Author Affiliations
  • 1College of Big Data and Information Engineering, Guizhou University, Guiyang , Guizhou 550025, China
  • 2College of Mechanical Engineering, Guizhou University, Guiyang , Guizhou 550025China
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    Aiming at the low positioning accuracy of distance vector hop (DV-Hop) algorithm in wireless sensor networks, a DV-Hop positioning algorithm based on double communication radius and improved gray wolf algorithm is proposed in this paper. First, the position of the beacon node is broadcast with the double communication radius, and the hop number between the beacon node and the unknown node is obtained, so as to get the distance between the beacon node and the unknown node. Then, an improved gray wolf algorithm is used to estimate the location of unknown nodes. Simulation results show that the improved DV-Hop algorithm has better positioning accuracy and stability than the traditional DV-Hop algorithm and similar algorithms.

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    Pengchen Cai, Damin Zhang, Linna Zhang, Dexin Yin, Weina Qin. Distance Vector Hop Positioning Based on Double Communication Radius and Improved Gray Wolf Algorithm[J]. Laser & Optoelectronics Progress, 2022, 59(7): 0728003

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Jul. 14, 2021

    Accepted: Aug. 30, 2021

    Published Online: Apr. 11, 2022

    The Author Email: Zhang Damin (1203813362@qq.com)

    DOI:10.3788/LOP202259.0728003

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