Browse > Article
http://dx.doi.org/10.5916/jkosme.2014.38.1.92

An indoor localization approach using RSSI and LQI based on IEEE 802.15.4  

Kim, Jung-Ha (Department of Electrical & Electronics Engineering, Korea Maritime and Ocean University)
Kim, Hyun-Jun (Department of Electrical & Electronics Engineering, Korea Maritime and Ocean University)
Kim, Jong-Su (Division of Marine System Engineering, Korea Maritime and Ocean University)
Lee, Sung-Geun (Division of Electrical & Electronics Engineering, Korea Maritime and Ocean University)
Seo, Dong-Hoan (Division of Electrical & Electronics Engineering, Korea Maritime and Ocean University)
Publication Information
Journal of Advanced Marine Engineering and Technology / v.38, no.1, 2014 , pp. 92-98 More about this Journal
Abstract
Recently, Fingerprint approach using RSSI based on WLAN has been many studied in order to construct low-cost indoor localization systems. Because this technique is relatively evaluated non-precise positioning technique compared with the positioning of Ultra-Wide-Band(UWB), the performance of the Fingerprint based on WLAN should be continuously improved to implement various indoor location. Therefore, this paper presents a Fingerprint approach which can improve the performance of localization by using RSSI and LQI contained IEEE 802.15.4 standard. The advantages of these techniques are that the characteristics of each location is created more clearly by utilizing RSSI and LQI and Fingerprint technique is improved by using the modified Euclidean distance method. The experimental results which are applied in NLOS indoor environment with various obstacles show that the accuracy of localization is improved to 22% compared to conventional Fingerprint.
Keywords
Localization; Fingerprint; RSSI; LQI;
Citations & Related Records
Times Cited By KSCI : 5  (Citation Analysis)
연도 인용수 순위
1 J. W. Kang, S. W. Bang, C. G. Atkeson, Y. J. Hong, J. H. Suh, J. W. Lee, and M. J. Chung, "Monocular vision based localization system using hybrid features from ceiling images for robot navigation in an indoor environment," Journal of Korea Robotics Society, vol. 6, no. 3, pp. 197-209, 2011.   과학기술학회마을   DOI   ScienceOn
2 H. H. Lin, C. C. Tsai, and J. C. Hsu, "Ultrasonic localization and pose tracking of an autonomous mobile robot via fuzzy adaptive extended information filtering," Journal of IEEE Transactions on instrumentation and measurement, vol. 57, no. 9, pp. 2024-2034, 2008.   DOI   ScienceOn
3 J. H. Seong, J. S. Park, S. H. Lee, and D. H. Seo, "Indoor localization algorithm based on WLAN using modified database and selective," Journal of The Korean Society of Marine Engineering, vol. 37, no. 8, pp. 932-938, 2013.   과학기술학회마을   DOI   ScienceOn
4 S. H. Halder and W. J. Kim, "A fusion approach of RSSI and LQI for indoor localization system using adaptive smoothers," Journal of Computer Networks and Communications, vol. 2012, article ID. 790374, pp. 1-10, 2012.
5 Y. G. Ha, A. C. Eun, and Y. C. Byun, "Efficient sensor localization for indoor environments using classification of link quality patterns," International Journal of Distributed Sensor Networks, vol. 2013, article ID. 701259, pp. 1-6, 2013.
6 Texas Instruments, http://www.ti.com/lit/ds/symlink/cc2420.pdf, Accessed December 20, 2013.
7 M. Caporuscio, P. G. Raverdy, and V. Issarny, "ubiSOAP: A service oriented middleware for ubiquitous networking," IEEE transaction on services computing, vol. 5, no. 1, pp. 86-98, 2012.   DOI   ScienceOn
8 H. J. Cho, K. I. Hwang, D. S. Noh, and D. H. Seo, "Real time indoor positioning system using IEEE 802.15.4a and sensors", Journal of the Korean Society of Marine Engineering, vol. 36, no. 6, pp. 850-856, 2012 (in Korean).   과학기술학회마을   DOI   ScienceOn
9 T. H. Kim, N. J. Bae, M. B. Lee, C. S. Shin, J. W. Park, and Y. Y. Cho, "A study of an agricultural ontology model for an intelligent service in a vertical farm," International Journal of Smart Home, vol. 7, no. 4, pp. 118-126, 2013.
10 J. H. Seong, T. W. Lim, J. S. Kim, S. G. Park, and D. H. Seo, "An improvement algorithm for localization using adjacent node and distance variation analysis techniques in a ship", Journal of the Korean Society of Marine Engineering, vol. 37, no. 2, pp. 213-219, 2013 (in Korean).   과학기술학회마을   DOI   ScienceOn
11 Y. J. Chang, L. F. Lin, C. H. Chen, and W. T. Huang, "An integrated service model for community care: designing a healthy life for the elderly in Taiwan," Journal of Public Health Frontier(PHF), vol. 1, no. 2, pp. 31-41, 2012.   DOI
12 J. Gomez-Gil, S. Alonso-Garcia, F. J. Gomez-Gil, and T. Stombaugh, "A simple method to improve autonomous GPS positioning for tractors," Journal of Sensors, vol. 11, no. 6, pp. 5630-5644, 2011.   DOI   ScienceOn
13 D. Bajaj and N. Gupta, "GPS based automatic vehicle tracking using RFID," International Journal of Engineering and Innovative Technology(IJEIT), vol. 1, no. 1, pp. 31-35, 2012.
14 H. J. Cho, J. S. Kim, S. G. Lee, J. W. Kim, and D. H. Seo, "Fixed node reduction technique using relative coordinate estimation algorithm," Journal of The Korean Society of Marine Engineering, vol. 37, no. 2, pp. 220-226, 2013.   과학기술학회마을   DOI   ScienceOn