Research Progress of Wireless Positioning Methods Based on RSSI

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 l...

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Main Authors: Bohang Chen, Jun Ma, Lingfei Zhang, Jiacheng Zhou, Jinyu Fan, Haiming Lan
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/13/2/360
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author Bohang Chen
Jun Ma
Lingfei Zhang
Jiacheng Zhou
Jinyu Fan
Haiming Lan
author_facet Bohang Chen
Jun Ma
Lingfei Zhang
Jiacheng Zhou
Jinyu Fan
Haiming Lan
author_sort Bohang Chen
collection DOAJ
description 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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spelling doaj.art-6668a4c279bd445ca8b9f0512041a7042024-01-26T16:14:09ZengMDPI AGElectronics2079-92922024-01-0113236010.3390/electronics13020360Research Progress of Wireless Positioning Methods Based on RSSIBohang Chen0Jun Ma1Lingfei Zhang2Jiacheng Zhou3Jinyu Fan4Haiming Lan5The College of Computer, Qinghai Normal University, Xining 810008, ChinaThe College of Computer, Qinghai Normal University, Xining 810008, ChinaCollege of Physics and Electronic Information Engineering, Qinghai Minzu University, Xining 810007, ChinaThe College of Computer, Qinghai Normal University, Xining 810008, ChinaThe College of Computer, Qinghai Normal University, Xining 810008, ChinaThe College of Computer, Qinghai Normal University, Xining 810008, ChinaLocation-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.https://www.mdpi.com/2079-9292/13/2/360wireless positioningRSSI positioningoptimization methodsdata acquisitionevaluation methods
spellingShingle Bohang Chen
Jun Ma
Lingfei Zhang
Jiacheng Zhou
Jinyu Fan
Haiming Lan
Research Progress of Wireless Positioning Methods Based on RSSI
Electronics
wireless positioning
RSSI positioning
optimization methods
data acquisition
evaluation methods
title Research Progress of Wireless Positioning Methods Based on RSSI
title_full Research Progress of Wireless Positioning Methods Based on RSSI
title_fullStr Research Progress of Wireless Positioning Methods Based on RSSI
title_full_unstemmed Research Progress of Wireless Positioning Methods Based on RSSI
title_short Research Progress of Wireless Positioning Methods Based on RSSI
title_sort research progress of wireless positioning methods based on rssi
topic wireless positioning
RSSI positioning
optimization methods
data acquisition
evaluation methods
url https://www.mdpi.com/2079-9292/13/2/360
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AT jinyufan researchprogressofwirelesspositioningmethodsbasedonrssi
AT haiminglan researchprogressofwirelesspositioningmethodsbasedonrssi