How Acquired Log-Distance Path-Loss Equations Affect the Accuracy of Lateration and WCL Methods: An Experimental Comparison

Wattananavin, Thradon; Auysakul, Jutamanee; Tanthanuch, Sawit; Buranapanichkit, Dujdow; Sengchuai, Kiattisak; Jindapetch, Nattha; Booranawong, Apidet

doi:10.1007/s42835-022-01188-y

Cited by 2 publications

(1 citation statement)

References 41 publications

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“…The centroid localization (CL) algorithm is widely used in indoor and outdoor localization, which estimates the coordinate position of a location by calculating the average of the coordinates of selected reference nodes [8]. The equation for the centroid localization algorithm is as follows:…”

Section: Improved Weighted Centroid Localization Algorithmmentioning

confidence: 99%

Improved weighted centroid localization algorithm based on multiple magnetic beacons

Wang,

Huang,

Chen

et al. 2024

J. Phys.: Conf. Ser.

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To address challenges associated with the traditional drill positioning method, which demands manual walking tracking and imposes stringent environmental conditions, this paper introduces an improved weighted centroid localization (WCL) algorithm based on multiple magnetic beacons. This algorithm alleviates the environmental requirements. Initially, a magnetic beacon measurement model immune to sensor attitude is formulated, followed by the development of a positioning model based on multiple magnetic beacons. The WCL algorithm is then introduced and refined for positioning with multiple magnetic beacons. Finally, the effectiveness of the proposed approach is validated through simulation experiments, revealing an average error of 0.632 m in large-scale positioning. This demonstrates clear advantages over traditional methods, making it highly applicable.

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Section: Improved Weighted Centroid Localization Algorithmmentioning

confidence: 99%

Improved weighted centroid localization algorithm based on multiple magnetic beacons

Wang,

Huang,

Chen

et al. 2024

J. Phys.: Conf. Ser.

View full text Add to dashboard Cite

show abstract

Research Progress of Wireless Positioning Methods Based on RSSI

Chen,

Ma,

Zhang

et al. 2024

Electronics

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Location-based services are now playing an integral role in the development of emerging industries, such as the Internet of Things, artificial intelligence and smart cities. Although GPS, Beidou and other satellite positioning technologies are becoming more and more mature, they still have certain limitations. In order to meet the needs of high-precision positioning, wireless positioning is proposed as a supplementary technology to satellite positioning, in which the Received Signal Strength Indication (RSSI) is one of the most popular positioning methods. In this paper, the application scenarios, evaluation methods and related localization methods of wireless positioning based on RSSI are studied. Secondly, the relevant optimization methods are analyzed and compared from different angles, and the methods of RSSI data acquisition are described. Finally, the existing problems and future development trends in RSSI positioning methods are expounded, which has certain reference significance for further research on RSSI localization.

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How Acquired Log-Distance Path-Loss Equations Affect the Accuracy of Lateration and WCL Methods: An Experimental Comparison

Cited by 2 publications

References 41 publications

Improved weighted centroid localization algorithm based on multiple magnetic beacons

Improved weighted centroid localization algorithm based on multiple magnetic beacons

Research Progress of Wireless Positioning Methods Based on RSSI

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