WiFi-based indoor positioning
Citations
846 citations
Cites background from "WiFi-based indoor positioning"
...To address the above issue, Wi-Fi based positioning system (WPS) constitutes promising solutions, as a benefit of their low cost and ubiquitous deployment, while requiring no additional hardware [13]....
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...Indoor positioning technologies represent a rapidly growing market, and thus are attracting significant research interest [13], [25]....
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294 citations
Cites methods from "WiFi-based indoor positioning"
...There are many applications in which Wi-Fi technology is used, such as indoor positioning system [77,78], smart home implementation system [79] and rehabilitation system [80]....
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178 citations
Cites background from "WiFi-based indoor positioning"
...For instance, we are witnessing efforts to increase the number of Wi-Fi antennas inside smartphones for novel applications such as indoor navigation [17], [18]....
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144 citations
138 citations
Cites methods from "WiFi-based indoor positioning"
...Ultrasonic [1], sensor [2], Bluetooth [3], WiFi [4] and magnetic field [5] technologies are used to perform indoor positioning....
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...Compared with ultrasonic, WiFi and Bluetooth, RFID used in indoor positioning is more cost and energy efficient....
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...Inspired by the WiFi indoor positioning algorithm [10] and the KNN algorithm [26], and inspired by Sun Y. and Gu F. who use the sparse signal to descript all the information of the original signal with high probability in the literature [44], we propose an RFID indoor positioning algorithm based on Bayesian probability and K-Nearest Neighbor, using a Gaussian filter to filter the abnormal Received Signal Strength (RSS) value and using the proper k value and the Bayesian estimation method to improve the accuracy of the location....
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...Rather than WiFi technology [10] and active RFID technology [25], we use passive UHF RFID technology to perform indoor positioning resulting in a lower location error of about 15 cm....
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...Li D. in literature [40] proposed a feature-scaling-based k-nearest neighbor (FS-kNN) algorithm for achieving improved localization accuracy, while FS-kNN can achieve an average location error as low as 1.70 m in WiFi fingerprint-based indoor positioning systems....
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References
4,123 citations
"WiFi-based indoor positioning" refers background in this paper
...The accuracy a UWB system can achieve is up to 1 cm [3]....
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2,552 citations
1,002 citations
"WiFi-based indoor positioning" refers background in this paper
...By considering the cost in terms of deploying anchor nodes as well as the coverage area, the most possible solution is expected in WiFi [9] systems....
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954 citations
865 citations
"WiFi-based indoor positioning" refers methods in this paper
...Traditionally, the approaches to identify the angle with respect to each ray from different paths use multiple signal classification (MUSIC) algorithms [10, 14]....
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