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An Efficient Localization Method Using Signal Reconstruction

By Limin Che
Progress In Electromagnetics Research Letters, Vol. 68, 9-16, 2017


This paper considers the localization of an emitter where the transmitted signal is unknown for receivers. To improve the localization accuracy, we propose an efficient method to estimate the emitter position by reconstructing the transmitted signal jointly. Simulation results show that the localization performance of the proposed method is much better than the existing algorithms.


Limin Che, "An Efficient Localization Method Using Signal Reconstruction," Progress In Electromagnetics Research Letters, Vol. 68, 9-16, 2017.


    1. So, H. C., "Source localization: algorithms and analysis," Handbook of Position Location: Theory, Practice, and Advances, 25-66, 2011.

    2. Wu, Y. T., H. C. So, C. H. Hou, and J. Li, "Passive localization of near-field sources with a polarization sensitive array," IEEE Trans. Antennas and Propagation, Vol. 55, No. 8, 2402-2408, Aug. 2007.

    3. Amar, A., A. J. Weiss, and , "Localization of radio emitters based on Doppler frequency shifts," IEEE Trans. Signal Process., Vol. 56, No. 11, 5500-5508, Nov. 2008.

    4. Zhang, S. K., H. J. Jiang, and K. H. Yang, "Detection and localization for an unknown emitter using TDOA measurements and sparsity of received signals in a synchronized wireless sensor network," EEE ICASSP, 5146-5149, May 2013.

    5. Jean, O. and A. J. Weiss, "Passive localization and synchronization using arbitrary signals," IEEE Trans. Signal Process., Vol. 62, No. 8, Apr. 2014.

    6. Bar-Shalom, O. and A. J. Weiss, "Emitter geolocation using single moving receiver," Signal Process., Vol. 105, 70-83, Dec. 2014.

    7. Bar-Shalom, O. and A. J. Weiss, "Direct emitter geolocation under local scattering," Signal Process., Vol. 117, 102-114, May 2015.

    8. Lui, K. W. K., F. K. W. Chan, and H. C. So, "Accurate time delay estimation based passive localization," Signal Process., Vol. 89, No. 9, 1835-1838, Mar. 2009.

    9. Yang, K., G. Wang, and Z. Q. Luo, "Efficient convex relaxation methods for robust target localization by a sensor network using time differences of arrials," IEEE Trans. Signal Process., Vol. 57, No. 7, 2775-2784, Jul. 2009.

    10. Torrieri, D. J., "Statistical theory of passive location systems," IEEE Trans. Aerosp. Electron. Syst., Vol. 20, No. 2, 183-198, Mar. 1984.

    11. Chestnut, P. C., "Emitter location accuracy using TDOA and difference doppler," IEEE Trans. Aerosp. Electron. Syst., Vol. 18, No. 2, 214-218, Mar. 1982.

    12. Wax, M. and T. Kailath, "Optimum localization of multiple sources by passive arrays," IEEE Trans. Acoustics, Speech, and Signal Process., Vol. 31, No. 5, 1210-1217, 1983.

    13. Weiss, A. J., "Direct position determination of narrowband radio frequency transmitters," IEEE Signal Process. Lett., Vol. 11, No. 5, 513-516, May 2004.

    14. Bialer, O. and A. J. Weiss, "Maximum likelihood direct position estimation in dense multipath," IEEE Trans. Vehicular Technol., Vol. 62, No. 5, 2069-2079, Jun. 2013.

    15. Weiss, A. J. and A. Amar, "Direct position determination of multiple radio signals," EURASIP. Journal Applied Signal Process., 37-49, Jan. 200.

    16. Reuven, A. M. and A. J. Weiss, "Direct position determination of cyclostationary signals," Signal Process., Vol. 89, No. 12, 2448-2464.

    17. Oispuu, M. and U. Nickel, "Direct detection and position determination of multiple sources with intermittent emission," Signal Process., Vol. 90, No. 12, 3056-3064, Dec. 2010.

    18. Schonhoff, T. and A. A. Giordano, "Detection and estimation theory and its applications," Pearson College Division, 2006.

    19. Diamantaras, K. I. and S. Y. Kung, "Principal Component Neural Networks: Theory and Applications," John Wiley & Sons, 1996.

    20. Karhunen, K., "Zur spektraltheorie stochastischer prozesse," Annales Academiae Scientiarum Fennicae, Vol. 37, 1946.

    21. Jollife, I. T., Principal Component Analysis, Springer-Verlag, 1986.

    22. Hotelling, H., "Analysis of a complex of statistical variables into principal components," Journal of Educational Psychology, Vol. 24, 417-441, 1933.

    23. Jackson, J. E., A User's Guide to Principal Components, John Wiley & Sons, 1991.

    24. Hua, Y., M. Nikpour, and P. Stoica, "Optimal reduced-rank estimation and filtering," IEEE Trans. Signal Process., Vol. 49, No. 3, 457-469, Mar. 2001.

    25. Sameni, R., C. Jutten, and M. B. Shamsollahi, "A deflation procedure for subspace decomposition," IEEE Trans. Signal Process., Vol. 58, No. 4, 2363-2374, Apr. 2010.

    26. Alphonse, S. and G. A. Williamson, "Estimation of radar signals using passive sensor network," IEEE Radar Conference, 1525-1530, May 2015.