Location Fingerprinting With Bluetooth Low Energy Beacons
Citations
61 citations
Cites background or methods from "Location Fingerprinting With Blueto..."
...While the characteristics of BLE fingerprints and WiFi fingerprints are different [15], handling delay in reported BLE RSS values on a smartphone is also essential to improve the localization performance, especially when a user is moving....
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...Our method assumes that BLE beacons are installed densely in the environment, similar to [15]....
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...As an alternative, Bluetooth-based localization has gained prominence following the introduction of the Bluetooth Low Energy (BLE) protocol standard and the commercialization of off-the-shelf BLE beacons [27, 15, 28]....
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...Among various indoor localization techniques, localization based on the RSS of wireless signals such as WiFi or Bluetooth is one of the most popular approaches [8, 13, 1, 14, 15] due to its use of off-the-shelf mobile devices, potential for high accuracy, and relatively low infrastructure cost....
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60 citations
Cites methods from "Location Fingerprinting With Blueto..."
...Also, another fingerprinting example with BLE has been demonstrated in [4] using various beacons densities....
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57 citations
Cites background from "Location Fingerprinting With Blueto..."
...a few months to a year, can be deployed in buildings with high density and low cost [16]....
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57 citations
Additional excerpts
...They use a dense BLE beacon distribution and have achieved tracking accuracy of less than 2.6m for 95% of the time....
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56 citations
References
4,123 citations
"Location Fingerprinting With Blueto..." refers background in this paper
...Indoor positioning is a mature research field, with many proposed technologies and techniques—comprehensive overviews can be found in [2], [18], [19]....
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1,631 citations
"Location Fingerprinting With Blueto..." refers background in this paper
...Here the focus is on radio positioning, specifically using the empirical fingerprinting techniques [3], [15], [17], [22] that avoid the need to model the complex radio propagation environment indoors by patternmatching to a previously surveyed map of radio signal strengths....
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749 citations
"Location Fingerprinting With Blueto..." refers background in this paper
...fingerprints with other sources to form hybrid systems, many of which are based on the idea of Simultaneous Localization and Mapping (SLAM) [10], [16] being applied to pedestrian dead reckoning [13]....
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608 citations
605 citations
"Location Fingerprinting With Blueto..." refers methods in this paper
...Before each experiment, each clock was manually synchronized using a Network Time Protocol (NTP) server [20]....
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