Effects of different types of RSS data on the system accuracy of indoor localization system [PDF]
, 2016 Indoor localization system becomes a substantial issue in recent research, especially in terms of the accuracy. Location based services have been used in many mobile applications as well as wireless sensor networks. High accuracy and fast convergence are
A. Rasid, Mohd Fadlee +3 more
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Indoor Positioning Algorithm Based on Maximum Correntropy Unscented Information Filter
ISPRS International Journal of Geo-Information, 2021 In view of the fact that indoor positioning systems are usually affected by non-Gaussian noise in complex indoor environments, this paper tests the data in the actual scene and analyzes the distribution characteristics of noise, and proposes a new indoor
Li Ma +3 more
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Received Signal Strength Database Interpolation by Kriging for a Wi-Fi Indoor Positioning System
Sensors, 2015 The main approach for a Wi-Fi indoor positioning system is based on the received signal strength (RSS) measurements, and the fingerprinting method is utilized to determine the user position by matching the RSS values with the pre-surveyed RSS database ...
Shau-Shiun Jan, Shuo-Ju Yeh, Ya-Wen Liu
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An iteratively Reweighted Least Square algorithm for RSS-based sensor network localization [PDF]
, 2011 In this article, we give a new algorithm for localization based on RSS measurement. There are many measurement methods for localizing the unknown nodes in a sensor network.
Pang, GKH, Qiao, D
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Received signal strength reconstruction using pix2pix generative adversarial network
Electronics Letters, 2023 Positioning technology based on received signal strength (RSS) fingerprints has emerged as a vital research topic in indoor localization due to its high accuracy and low cost.
Haochang Wu, Hao Qin, Xingqi Zhang
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Experimental performance evaluation of outdoor TDoA and RSS positioning in a public LoRa network [PDF]
, 2018 This paper experimentally compares the positioning accuracy of TDoA-based and RSS-based localization in a public outdoor LoRa network in the Netherlands.
Joseph, Wout +4 more
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Localization Algorithm with On-line Path Loss Estimation and Node Selection
Sensors, 2011 RSS-based localization is considered a low-complexity algorithm with respect to other range techniques such as TOA or AOA. The accuracy of RSS methods depends on the suitability of the propagation models used for the actual propagation conditions.
Gonzalo Seco-Granados +2 more
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Data in Brief, 2018 The behaviour of radio wave signals in a wireless channel depends on the local terrain profile of the propagation environments. In view of this, Received Signal Strength (RSS) of transmitted signals are measured at different points in space for radio ...
Segun I. Popoola +2 more
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An Efficient Indoor Positioning Method Based on Wi-Fi RSS Fingerprint and Classification Algorithm
Sensors, 2021 Wi-Fi received signal strength (RSS) fingerprint-based indoor positioning has been widely used because of its low cost and universality advantages. However, the Wi-Fi RSS is greatly affected by multipath interference in indoor environments, which can ...
Balaji Ezhumalai +2 more
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SPATIAL PREDICTION OF RECEIVED SIGNAL STRENGTH FOR CELLULAR COMMUNICATION USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOURS REGRESSION [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information SciencesSignal strength maps are of great importance for cellular system providers in network planning and operation. Accurate prediction of signal strength is important for solving problems such as link quality.
G. M. Perihanoglu, H. Karaman
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