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Wireless Communications and Mobile Computing
Volume 2019, Article ID 2707469, 8 pages
https://doi.org/10.1155/2019/2707469
Research Article

Probability Weighting Localization Algorithm Based on NLOS Identification in Wireless Network

Information Science and Engineering College, Chongqing Jiaotong University, No. 66 Xuefu Road, Nan’an Dist, Chongqing 400074, China

Correspondence should be addressed to Shixun Wu; moc.361@333nuxihsuw

Received 22 November 2018; Revised 17 February 2019; Accepted 4 March 2019; Published 28 March 2019

Guest Editor: Mohamed Laaraiedh

Copyright © 2019 Shixun Wu et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. S. Wu, D. Xu, and S. Liu, “Weighted linear least square localization algorithms for received signal strength,” Wireless Personal Communications, vol. 72, no. 1, pp. 747–757, 2013. View at Publisher · View at Google Scholar
  2. C. Yang and H.-R. Shao, “WiFi-based indoor positioning,” IEEE Communications Magazine, vol. 53, no. 3, pp. 150–157, 2015. View at Publisher · View at Google Scholar · View at Scopus
  3. V. Savic, J. Ferrer-Coll, P. Angskog, J. Chilo, P. Stenumgaard, and E. G. Larsson, “Measurement analysis and channel modeling for TOA-based ranging in tunnels,” IEEE Transactions on Wireless Communications, vol. 14, no. 1, pp. 456–467, 2015. View at Publisher · View at Google Scholar
  4. B. Huang, L. Xie, and Z. Yang, “TDOA-based source localization with distance-dependent noises,” IEEE Transactions on Wireless Communications, vol. 13, no. 11, pp. 468–480, 2015. View at Publisher · View at Google Scholar · View at Scopus
  5. N. Vankayalapati, S. Kay, and . Quan Ding, “TDOA based direct positioning maximum likelihood estimator and the cramer-rao bound,” IEEE Transactions on Aerospace and Electronic Systems, vol. 50, no. 3, pp. 1616–1635, 2014. View at Publisher · View at Google Scholar
  6. M. Malajner, D. Gleich, and P. Planinsic, “Angle of arrival measurement using multiple static monopole antennas,” IEEE Sensors Journal, vol. 15, no. 6, pp. 3328–3337, 2015. View at Publisher · View at Google Scholar
  7. F. Wen and C. Liang, “An indoor AOA estimation algorithm for IEEE 802.11ac Wi-Fi signal using single access point,” IEEE Communications Letters, vol. 18, no. 12, pp. 2197–2200, 2014. View at Publisher · View at Google Scholar
  8. S. Wielandt and L. D. Strycker, “Indoor multipath assisted angle of arrival localization,” Sensors, vol. 17, no. 11, p. 2522, 2017. View at Google Scholar · View at Scopus
  9. A. Fascista, G. Ciccarese, A. Coluccia, and G. Ricci, “A localization algorithm based on V2I communications and AOA estimation,” IEEE Signal Processing Letters, vol. 24, no. 1, pp. 126–130, 2017. View at Publisher · View at Google Scholar
  10. P. C. Chen, “A Non-line-of-sight error mitigation algorithm in location estimation,” in Proceedings of the IEEE Wireless Communications and Networking Conference, vol. 1, pp. 316–320, 1999.
  11. F. Kong, X. Ren, N. Zheng, G. Chen, and J. Zheng, “A hybrid TOA/AOA positioning method based on GDOP-weighted fusion and its accuracy analysis,” in Proceedings of the 2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2016, pp. 29–34, China, October 2016. View at Scopus
  12. S. Venkatraman and J. Caffery Jr., “Hybrid TOA/AOA techniques for mobile location in non-line-of-sight environments,” in Proceedings of the 2004 IEEE Wireless Communications and Networking Conference, WCNC 2004, vol. 1, pp. 274–278, USA, March 2004. View at Scopus
  13. S. Al-Jazzar, M. Ghogho, and D. McLernon, “A joint TOA/AOA constrained minimization method for locating wireless devices in non-line-of-sight environment,” IEEE Transactions on Vehicular Technology, vol. 58, no. 1, pp. 468–472, 2009. View at Publisher · View at Google Scholar · View at Scopus
  14. S. Wu, D. Xu, and H. Wang, “Joint TOA/AOA location algorithms with two BSs in circular scattering environments,” WSEAS Transactions on Communications, vol. 14, pp. 235–240, 2015. View at Google Scholar
  15. H. Tang, Y. Park, and T. Qiu, “A TOA-AOA-based NLOS error mitigation method for location estimation,” EURASIP Journal on Advances in Signal Processing, vol. 2008, pp. 1–15, 2008. View at Google Scholar · View at Scopus
  16. V. Y. Zhang, A. K.-S. Wong, K. T. Woo, and R. W. Ouyang, “Hybrid TOA/AOA-based mobile localization with and without tracking in CDMA cellular networks,” in Proceedings of the IEEE Wireless Communications and Networking Conference 2010, WCNC 2010, pp. 1–6, Australia, April 2010. View at Scopus
  17. K. Yu and Y. J. Guo, “Statistical NLOS identification based on AOA, TOA and signal Strength,” IEEE Transactions on Vehicular Technology, vol. 58, no. 1, pp. 274–286, 2009. View at Google Scholar
  18. S. Wu, J. Li, and S. Liu, “Single threshold optimization and a novel double threshold scheme for non-line-of-sight identification,” International Journal of Communication Systems, vol. 27, no. 10, pp. 2156–2165, 2014. View at Publisher · View at Google Scholar
  19. I. Guvenc, C. C. Chong, and F. Watanabe, “NLOS identification and mitigation for UWB localization systems,” IEEE WCNC, pp. 1571–1576, 2007. View at Google Scholar
  20. S. Marano, W. M. Gifford, H. Wymeersch, and M. Z. Win, “NLOS identification and mitigation for localization based on UWB experimental data,” IEEE Journal on Selected Areas in Communications, vol. 28, no. 7, pp. 1026–1035, 2010. View at Publisher · View at Google Scholar · View at Scopus
  21. X. Wang, L. Gao, S. Mao, and S. Pandey, “CSI-based fingerprinting for indoor localization: a deep learning approach,” IEEE Transactions on Vehicular Technology, vol. 66, no. 1, pp. 763–776, 2017. View at Publisher · View at Google Scholar
  22. Y. T. Chan, W. Y. Tsui, H. C. So, and P. C. Ching, “Time-of-arrival based localization under NLOS conditions,” IEEE Transactions on Vehicular Technology, vol. 55, no. 1, pp. 17–44, 2006. View at Publisher · View at Google Scholar · View at Scopus
  23. E. Arias-de-Reyna and P. M. Djuric, “Indoor localization with range-based measurements and little prior information,” IEEE Sensors Journal, vol. 13, no. 5, pp. 1979–1987, 2013. View at Publisher · View at Google Scholar · View at Scopus
  24. S. Gezici, “A survey on wireless position estimation,” Wireless Personal Communications, vol. 44, no. 3, pp. 263–282, 2008. View at Publisher · View at Google Scholar · View at Scopus
  25. L. Cong and W. Zhuang, “Hybrid TDOA/AOA mobile user location for wideband CDMA cellular systems,” IEEE Transactions on Wireless Communications, vol. 1, no. 3, pp. 439–447, 2002. View at Publisher · View at Google Scholar · View at Scopus
  26. Y. Bar-Shalom, X. R. Li, and T. Kirubarajan, Estimation with Application to Tracking and Navigation, Wiley, New York, NY, USA, 2001.
  27. N. Khajehnouri and A. H. Sayed, “A non-line-of-sight equalization scheme for wireless cellular location,” in Proceedings of the 2003 IEEE International Conference on Accoustics, Speech, and Signal Processing, pp. 549–552, VI-549-552, Hong Kong, April 2003. View at Scopus
  28. S. Wu, J. Li, S. Liu, and J.-W. Chong, “Improved and extended range scale algorithm for wireless cellular location,” IEEE Communications Letters, vol. 16, no. 2, pp. 196–198, 2012. View at Publisher · View at Google Scholar · View at Scopus
  29. S. Wu, D. Xu, and H. Wang, “Adaptive NLOS mitigation location algorithm in wireless cellular network,” Wireless Personal Communications, vol. 84, no. 4, pp. 3143–3156, 2015. View at Publisher · View at Google Scholar