Laser & Optoelectronics Progress, Volume. 59, Issue 7, 0728003(2022)
Distance Vector Hop Positioning Based on Double Communication Radius and Improved Gray Wolf Algorithm
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
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)