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An Effective TOA-based Localization Method with Adaptive Bias Computation

  • Received : 2015.11.20
  • Accepted : 2015.12.28
  • Published : 2016.03.31

Abstract

In this paper, we propose an effective time-of-arrival (TOA)-based localization method with adaptive bias computation in indoor environments. The goal of the localization is to estimate an accurate target's location in wireless localization system. However, in indoor environments, non-line-of-sight (NLOS) errors block the signal propagation between target device and base station. The NLOS errors have significant effects on ranging between two devices for wireless localization. In TOA-based localization, finding the target's location inside the overlapped area in the TOA-circles is difficult. We present an effective localization method using compensated distance with adaptive bias computation. The proposed method is possible for the target's location to estimate an accurate location in the overlapped area using the measured distances with subtracted adaptive bias. Through localization experiments in indoor environments, estimation error is reduced comparing to the conventional localization methods.

Keywords

References

  1. Kupper, and Axel (2005) "Location-based services: fundamentals and operation", Wiley, New York ISBN: 0-470-09231-9
  2. 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. 17-24, Jan. 2006 https://doi.org/10.1109/TVT.2005.861207
  3. Y. Jiang, and V. C. M. Leung, "An Asymmetric Double Sided Two-Way Ranging for Crystal Offset", International Symposium on Signals, Systems and Electronics 2007, pp. 525-528, July 2007
  4. L. J. Xing, L. Zhiwei, and F. C. P. Shin, "Symmetric Double Side Two Way Ranging with Unequal Reply Time", IEEE 66th Vehicular Technology Conference 2007, pp. 1980-1983, Sept. 2007.
  5. H. Kim, "Double-sided two-way ranging algorithm to reduce ranging time", IEEE Communications Letters, vol. 13, no. 7, pp. 486-488, July 2009 https://doi.org/10.1109/LCOMM.2009.090093
  6. A. H. Sayed, A. Tarighat, and N. Khajehnouri, "Network-based wireless location: challenges faced in developing techniques for accurate wireless location information", IEEE Signal Processing Magazine, vol. 22, no. 4, pp. 24-40, July 2005 https://doi.org/10.1109/MSP.2005.1458275
  7. I. Guvenc, and C. C. Chong, "A Survey on TOA Based Wireless Localization and NLOS Mitigation Techniques", IEEE Communications Surveys & Tutorials, vol. 11, no. 3, pp. 107-124, 3rd Quarter 2009 https://doi.org/10.1109/SURV.2009.090308
  8. J. J. Caffery, and G. L. Stuber, "Overview of radiolocation in CDMA cellular systems", IEEE Communication Magazine, vol. 36, no. 4, pp. 38-45, Apr. 1998
  9. I. Guvenc, C. C. Chong, and F. Watanabe, "Analysis of a Linear Least-Squares Localization Technique in LOS and NLOS Environments", IEEE 65th Vehicular Technology Conference 2007, pp. 1886-1890, Apr. 2007
  10. B. T. Sieskul, F. Zheng, and T. Kaiser, "Time-of-arrival estimation in path attenuation", IEEE 10th Workshop on Signal Processing Advances in Wireless Communications 2009, pp. 573-577, June 2009
  11. Z. Li, W. Trappe, Y. Zhang, and B. Nath, "Robust statistical methods for securing wireless localization in sensor networks", Fourth International Symposium on Information Processing in Sensor Networks 2005, pp. 91-98, Apr. 2005
  12. S. Go, S. Kim, Y. Li, and J. Chong, "Improved TOA-based Localization Method using weighting factor in NLOS Environments", Intrernational Conference on Green and Human Information Technology 2015, pp. 243-246, Feb. 2015
  13. B. Lee, H. Hur, and H. Ahn, "Environmental-Adaptive Bias Calibration in Wireless Localization", IEEE Communications Letters, vol. 17, no. 4, pp. 717-720, Apr. 2013 https://doi.org/10.1109/LCOMM.2013.021913.130118
  14. IEEE Standard 802.15.4a-2007, pp. 1-203, Aug. 2007
  15. ISO/IEC Standard 24730-5, pp. 1-72, Mar. 2010
  16. D. Oh, M. Kwak, and J. Chong, "A Subspace-Based Two-Way Ranging System Using a Chirp Spread Spectrum Modem, Robust to Frequency Offset", IEEE Transactions on Wireless Communications, vol. 11, no. 4, pp. 1478-1487, Apr. 2012 https://doi.org/10.1109/TWC.2012.030512.111044
  17. H. Hur, and H. Ahn, "A Circuit Design for Ranging Measurement Using Chirp Spread Spectrum Waveform," IEEE Sensors Journal, vol. 10, no. 11, pp. 1774-1778, Nov. 2010 https://doi.org/10.1109/JSEN.2010.2049488

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