Mobile anchor node assisted node collaborative localization based on light reflection in WSN

IF 2.1 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Wireless Networks Pub Date : 2024-03-09 DOI:10.1007/s11276-024-03701-9
Minghua Wang, Chang Huang
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Abstract

Real-time and accurate location detection is a key link to ensure the safety of operating machines and workers in production and life. Compared with traditional static multi-anchor nodes, mobile anchor node assisted localization is greener and more energy-saving. In this paper, we first propose a static trajectory based on a light reflection model. Compared with other static models, this model has fewer times in the field, overcomes the collinearity problem and uniform beacon distribution, and ensures that all sensor nodes can receive good enough beacon quality for localization. Secondly, an RSSI-based improved weighted centroid localization algorithm and an RSSI-based improved weighted centroid collaborative localization algorithm are proposed. The two-strategy optimal location beacon set screening method is used to reduce location misjudgment. In order to improve the accuracy of centroid localization, a weighted centroid localization algorithm based on distance and hop number is designed. Moreover, a collaborative localization strategy is aiming at improving beacon density. Experimental results show that both the algorithm and static trajectory can guarantee better beacon coverage rate and localization success rate under different experimental conditions, and at the same time have higher accuracy.

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基于光反射的 WSN 中移动锚节点辅助节点协作定位
在生产和生活中,实时、准确的位置检测是确保操作机器和工人安全的关键环节。与传统的静态多锚节点相比,移动锚节点辅助定位更加绿色节能。本文首先提出了一种基于光反射模型的静态轨迹。与其他静态模型相比,该模型的现场次数更少,克服了共线性问题和信标均匀分布问题,确保所有传感器节点都能接收到足够好的信标质量,从而实现定位。其次,提出了基于 RSSI 的改进加权向心定位算法和基于 RSSI 的改进加权向心协作定位算法。采用双策略优化定位信标集筛选方法来减少定位误判。为了提高中心点定位的准确性,设计了一种基于距离和跳数的加权中心点定位算法。此外,一种协作定位策略旨在提高信标密度。实验结果表明,在不同的实验条件下,该算法和静态轨迹都能保证较好的信标覆盖率和定位成功率,同时具有较高的定位精度。
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来源期刊
Wireless Networks
Wireless Networks 工程技术-电信学
CiteScore
7.70
自引率
3.30%
发文量
314
审稿时长
5.5 months
期刊介绍: The wireless communication revolution is bringing fundamental changes to data networking, telecommunication, and is making integrated networks a reality. By freeing the user from the cord, personal communications networks, wireless LAN''s, mobile radio networks and cellular systems, harbor the promise of fully distributed mobile computing and communications, any time, anywhere. Focusing on the networking and user aspects of the field, Wireless Networks provides a global forum for archival value contributions documenting these fast growing areas of interest. The journal publishes refereed articles dealing with research, experience and management issues of wireless networks. Its aim is to allow the reader to benefit from experience, problems and solutions described.
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