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2018 | OriginalPaper | Buchkapitel

Indoor WLAN Collaborative Localization Algorithm Based on Geometric Figure Overlap

verfasst von : Xiaolong Geng, Mu Zhou, Yacong Wei, Yunxia Tang

Erschienen in: Communications, Signal Processing, and Systems

Verlag: Springer Singapore

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Abstract

Most indoor localization methods only focus on the relationship between the user locations and environmental layout, while ignoring the relations among different user locations. Thus, we come up with an idea of collaboration to reduce the impact of noise on localization performance. First of all, according to mutual information between the target user and collaborative ones, we construct the geometric figure for different user locations. Second, the candidate marker reference points with maximum overlap are selected for solving a specific localization problem. Finally, the extensive experiments conducted in both the indoor straight corridor and lab demonstrate the effectiveness of the proposed approach with the average localization error within 2 m.

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Literatur
1.
Zurück zum Zitat R.D. Xu, J. Liu, J.S. Zhu, X.F. Jiang, The design and construction of WLAN-based indoor navigation system. Commun. Comput. Inf. Sci. 482, 437–446 (2015) R.D. Xu, J. Liu, J.S. Zhu, X.F. Jiang, The design and construction of WLAN-based indoor navigation system. Commun. Comput. Inf. Sci. 482, 437–446 (2015)
2.
Zurück zum Zitat P. Bahl, V.N. Padmanabhan, RADAR: an in-building RF-based user location and tracking system. Proc.—IEEE INFOCOM 2, 775–784 (2000) P. Bahl, V.N. Padmanabhan, RADAR: an in-building RF-based user location and tracking system. Proc.—IEEE INFOCOM 2, 775–784 (2000)
3.
Zurück zum Zitat M. Youssef, A. Agrawala, The horus WLAN location determination system, in Proceedings of the 3rd International Conference on Mobile Systems, Applications, and Services (2005), pp. 205–218 M. Youssef, A. Agrawala, The horus WLAN location determination system, in Proceedings of the 3rd International Conference on Mobile Systems, Applications, and Services (2005), pp. 205–218
4.
Zurück zum Zitat E. Coca, V. Popa, G. Buta, An indoor location system performance evaluation and electromagnetic measurements, in IEEE 16th International Symposium for Design and Technology of Electronics Packages (2010), pp. 69–72 E. Coca, V. Popa, G. Buta, An indoor location system performance evaluation and electromagnetic measurements, in IEEE 16th International Symposium for Design and Technology of Electronics Packages (2010), pp. 69–72
5.
Zurück zum Zitat G.L. Chen, X.L. Meng, Y.J. Wang, Y.Z. Zhang, P. Tian, H.C. Yang, Integrated WiFi/PDR/smartphone using an unscented kalman filter algorithm for 3D indoor localization. Sens. (Switzerland) 15(9), 24595–24614 (2015)CrossRef G.L. Chen, X.L. Meng, Y.J. Wang, Y.Z. Zhang, P. Tian, H.C. Yang, Integrated WiFi/PDR/smartphone using an unscented kalman filter algorithm for 3D indoor localization. Sens. (Switzerland) 15(9), 24595–24614 (2015)CrossRef
6.
Zurück zum Zitat J. Luo, Z.Y. He, Y.X. Zhang, Y.C. Song, Indoor cooperation localization algorithm based grid in wireless networks. J. Huazhong Univer. Sci. Technol. (Natural Science Edition) 43(5), 114–118 (2015) J. Luo, Z.Y. He, Y.X. Zhang, Y.C. Song, Indoor cooperation localization algorithm based grid in wireless networks. J. Huazhong Univer. Sci. Technol. (Natural Science Edition) 43(5), 114–118 (2015)
7.
Zurück zum Zitat J.X. Wang, Z.H. Liu, J. Li, Cooperative positioning algorithm with single station. J. Xian Univer. Posts Telecommun. 18(2), 32–35 (2013) J.X. Wang, Z.H. Liu, J. Li, Cooperative positioning algorithm with single station. J. Xian Univer. Posts Telecommun. 18(2), 32–35 (2013)
8.
Zurück zum Zitat R.W. Ouyang, A. Srivastava, P. Prabahar, R.R. Choudhury, M. Addicott, F. McClernon, If you see something, swipe towards it: crowdsourced event localization using smartphones, in UbiComp—Proceedings ACM International Joint Conference Pervasive Ubiquitous Computing (2013), pp. 23–32 R.W. Ouyang, A. Srivastava, P. Prabahar, R.R. Choudhury, M. Addicott, F. McClernon, If you see something, swipe towards it: crowdsourced event localization using smartphones, in UbiCompProceedings ACM International Joint Conference Pervasive Ubiquitous Computing (2013), pp. 23–32
Metadaten
Titel
Indoor WLAN Collaborative Localization Algorithm Based on Geometric Figure Overlap
verfasst von
Xiaolong Geng
Mu Zhou
Yacong Wei
Yunxia Tang
Copyright-Jahr
2018
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-3229-5_54

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