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http://dx.doi.org/10.5916/jkosme.2014.38.5.566

Self-positioning fusion system based on estimation of relative coordinates  

Cho, Hyun-Jong (Advanced Development Team, SANGSIN BRAKE)
Lee, Sung-Geun (Division of Electrical and Electronics Engineering, Korea Maritime and Ocean University)
Cho, Woong-Ho (Digital Electronics and Information, Daegu Technical University)
Noh, Duck-Soo (Department of Electronic Engineering, Kyungil University)
Seo, Dong-Hoan (Division of Electrical and Electronics Engineering, Korea Maritime and Ocean University)
Abstract
Recently, indoor navigation has been applied in large convention centers by using wireless sensor networks (WSNs), which provide not only a user's path to be traveled but also orientation and shopping information to increase user's convenience. This paper presents the localization system for estimating relative coordinates without pre-deployment of the reference node based on ultra wide band (UWB) ranging system, which is relatively suitable for indoor localization compared to other wireless communications, and azimuth sensor. The proposed localization system which consists of an azimuth sensor and a mobile node composed of three nodes estimates relative coordinates of the reference node without applying any recursive and time consumption algorithms. Also, in the process of estimating relative coordinates of the reference node, ranging errors are minimized through the proposed technique and the number of nodes can be reduced. Experimental results show the feasibility and validity of the proposed system.
Keywords
Wireless sensor network; Ultra Wide Band; Indoor localization; Relative coordinates; Reference node;
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Times Cited By KSCI : 7  (Citation Analysis)
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1 S. J. Kim and B. K. Kim, "Accurate Hybrid Global Self-Localization Algorithm for indoor mobile robots with two-dimensional isotropic ultrasonic receivers," IEEE Transactions on Instrumentation and Measurement, vol. 60, no. 10, pp. 3391-3404, 2011.   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," IEEE Transactions on Instrumentation and Measurement, vol. 57, no. 9, pp. 2024-2034, 2008.   DOI   ScienceOn
3 L. Ma, X. Ma, X. Liu, and Yubin X., "WLAN indoor positioning algorithm based on sub-regions information gain theory," Proceedings of the IEEE Wireless Communications and Networking Conference, pp. 4789-4794, 2013.
4 J. H. Seong, J. H. Choi, J. S. Kim, and D. H. Seo, "An experimental study on compensation algorithm for localization using modified bilateration technique and pyroelectric sensor in a ship," Journal of the Korean Society of Marine Environment & Safety, vol. 18, no. 5, pp. 488-495, 2012.   과학기술학회마을   DOI   ScienceOn
5 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
6 H. J. Cho, Y. S. Ha, J. H. Kim, K. S. Rhyu, and D. H. Seo, "Convergence localization system for self-localization based on an estimation of relative coordinates," Proceedings of the International Symposium on Marine Engineering & Technology 2013, pp. 80-83, 2013.
7 V. Trifa, L. Girod, T. C. Collier, D. Blumstein, and C. E. Taylor, "Automated wildlife monitoring using self-configuring sensor networks deployed in natural habitats," Journal of International Symposium on Artificial Life and Robotics, Center for Embedded Network Sensing, 2007.
8 A. Parr, R. Miesen, F. Kirsch, and M. Vossiek, "A novel method for UHF RFID tag tracking based on acceleration data," Proceedings of the IEEE International Conferenceon RFID, pp. 110-115, Orlando, Fla, USA, 2012.
9 R. C. Luo and O. Chen, "Wireless and pyroelectric sensory fusion system for indoor human/robot localization and monitoring," IEEE/ASME Transactions on mechatronics, vol. 18, no. 3, pp. 845-853, 2013.   DOI   ScienceOn
10 S. Wagner, M. Handte, M. Zuniga, and P. J. Marron, "Enhancing the performance of indoor localization using multiple steady tags," Pervasive and mobile computing, vol. 9, no. 3, pp. 392-405, 2013.   DOI   ScienceOn
11 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).   DOI   ScienceOn
12 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
13 J. H. Kim, H. J. Kim, J. S. Kim, S. G. Lee, and D. H. Seo, "Relative azimuth estimation algorithm using rotational displacement," Journal of The Korean Society of Marine Engineering, vol. 38, no. 2, pp. 188-194, 2014.   과학기술학회마을   DOI   ScienceOn
14 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 (in Korean).   과학기술학회마을   DOI   ScienceOn
15 J. H. Kim, H. J. Kim, J. S. Kim, S. G. Lee, and D. H. Seo, "An indoor localization using RSSI and LQI based on IEEE 802.15.4," Journal of The Korean Society of Marine Engineering, vol. 38, no. 1, pp. 92-98, 2014 (in Korean).   과학기술학회마을   DOI   ScienceOn