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http://dx.doi.org/10.9708/jksci.2016.21.10.055

Analysis of Bluetooth Indoor Localization Technologies and Experiemnt of Correlation between RSSI and Distance  

Kim, Yang-Su (Dept. of Media Software, Sangmyung University)
Jang, Beakcheol (Dept. of Media Software, Sangmyung University)
Abstract
In this paper, we present indoor localization technologies using the bluetooth signal categorizing them into proximity based, triangulation based and fingerprinting based technologies. Then we provide localization accuracy improvement algorithms such as moving average, K-means, particle filter, and K-Nearest neighbor algorithms. We define important performance issues for indoor localization technologies and analyze recent technologies according to the performance issues. Finally we provide experimental results for correlation between RSSI and distance. We believe that this paper provide wise view and necessary information for recent localization technologies using the bluetooth signal.
Keywords
Indoor Localization; Bluetooth Low Energy; Received Signal Strength Indicator; Localization Algorithm;
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  • Reference
1 doopedia
2 Jungmin Joo, HyungJin Na, "A Study of Research Trend about Internet of Things"
3 terms.naver.com, Bluetooth Low Energy
4 unjie Liu, Survey of Wireless Based Indoor Localization Technologies"
5 H. Hashemi. The indoor radio propagation channel. In Proceedings of the IEEE, volume 81, pages 943-968, July 1993.   DOI
6 Dr. A. Wombacher, MSc. B.J. Dil ,Prof. dr. P.J.M. Havinga, "Practical Indoor Localization using Bluetooth"
7 Kimmo Kalliola, Quuppa Oy, "Locating Anything Anywhere" March 26, 2013
8 Cheoljin Choi, "3D Indoor localization tech using Bluetooth low energy"
9 Sungwook Choi, Hyunsoo Park, Sunghan Lee, Minhyun Son, Yonghyun Koo, Kyungsoon Park, Taeseok Kim. "An indoor location recognition scheme combining the triangulation method and fingerprinting"
10 J.A.B. Link, P. Smith, N. Viol, K. Wehrle, "FootPath : Accurate map-based indoor navigation using smartphones," International Conference on Indoor Positioning and Indoor Navigation (IPIN), 2011
11 Han Jiawei, Jian Pei and Micheline Kamber (2012). . Morgan Kaufmann. 451p.
12 Erik Dahlgren, Hasan Mahmood, "Evaluation of indoor positioning based on Bluetooth Smart technology" June 2014
13 Junghwan Kim, "Indoor localization service system design and implementation using Bluetooth 4.0"