ZHANG Yong, HE Peiyu, PAN Fan. Three-Dimension Localization of Wideband Sources Using Sensor Network[J]. Chinese Journal of Electronics, 2017, 26(6): 1302-1307. doi: 10.1049/cje.2017.07.003
Citation: ZHANG Yong, HE Peiyu, PAN Fan. Three-Dimension Localization of Wideband Sources Using Sensor Network[J]. Chinese Journal of Electronics, 2017, 26(6): 1302-1307. doi: 10.1049/cje.2017.07.003

Three-Dimension Localization of Wideband Sources Using Sensor Network

doi: 10.1049/cje.2017.07.003
Funds:  The work in this paper was supported by the National Natural Science Foundation of China (No.61071159).
  • Received Date: 2015-09-11
  • Rev Recd Date: 2015-11-11
  • Publish Date: 2017-11-10
  • Usually source localization using sensor networks requires many sensors to localize a few number of sources, and it is still very troublesome to deal with coherent sources. When the three-dimensional (3-D) space are considered, the localization will become more difficult. A new approach is proposed to localize 3-D wideband coherent sources based on distributed sensor network, which consists of two nodes and each node contains only two sensors. Direction-of-arrival (DOA) estimation is performed at each node by employing a new noise subspace proposed. Combining the pattern matching idea and the prior geometrical information of sources, a cost function is constructed to estimate the rough positions. A rotational projection algorithm is proposed to estimate the heights of sources and correct the rough positions, and consequently the localization of 3-D sources could be achieved. Numerical examples are provided to demonstrate the effectiveness of this approach.
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  • N. Patwari, "Location estimation in sensor networks", Ph.D.Thesis, University of Michigan at Ann Arbor, USA, 2005.
    A. Canclini and P. Bestagini, "A robust and low-complexity source localization algorithm for asynchronous distributed microphone networks", IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol.23, pp.1563-1575, 2015.
    S. Hong and D. Zhi, "Multiple source localization in wireless sensor networks based on time of arrival measurement", IEEE Transactions on Signal Processing, Vol.62, pp.1938-1949, 2014.
    A. Canclini and E. Antonacci, "Acoustic source localization with distributed asynchronous microphone networks", IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol.23, pp.439-443, 2013.
    X. Enyang and D. Zhi, "Multiple source localization in wireless sensor networks based on time of arrival measurement", IEEE Transactions on Signal Processing, Vol.62, pp.2887-2897, 2011.
    Z. Xionghuand and A. Mohammadi, "Acoustic source tracking in a reverberant environment using a pairwise synchronous microphone network", IEEE 16th International Conference on Information Fusion, Istanbul, pp.953-960, 2013.
    L. Lu and W. Hsiao-Chun, "Novel robust direction-of-arrivalbased source localization algorithm for wideband signals", IEEE Transactions on Wireless Communications, Vol.11, pp.3850-3859, 2012.
    A. Hassani and A. Bertrand, "Distributed node-specific direction-of-arrival estimation in wireless acoustic sensor networks", IEEE Signal Processing Conference of the 21st European (EUSIPCO), Marrakech, pp.1-5, 2013.
    Z. Yanqiong and L. Youcheng, "Distributed projection-based algorithms for source localization in wireless sensor networks", IEEE Transactions on Wireless Communications, Vol.14, pp.3131-3142, 2015.
    S. Tomic and M. Beko, "RSS-based localization in wireless sensor networks using convex relaxation:noncooperative and cooperative schemes", IEEE Transactions on Vehicular Technology, Vol.64, pp.2037-2050, 2015.
    W. Gang, "A Semidefinite relaxation method for energy-based source localization in sensor networks", IEEE Transactions on Vehicular Technology, Vol.60, pp.2293-2301, 2011.
    L. Lu and Z. Hongting, "Novel energy-based localization technique for multiple sources", IEEE Systems Journal, Vol.8, pp.142-150, 2014.
    J. Tailiang, S. Huaizong and P. Qicong, "Tracking the moving sound target based on distributed microphone pairs", IEEE 10th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, pp.330-334, 2013.
    Y. Dorfan, G. Hazan and S. Gannot, "Multiple acoustic sources localization using distributed expectation-maximization algorithm", IEEE 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA), Villers-lesNanc, pp.72-76, 2014.
    A. Masnadi-Shirazi and B.D. Rao, "Cartesian tracking of unknown time-varying number of speakers using distributed mi-crophone pairs", IEEE Signal Processing Conference of the 21st European (EUSIPCO), Marrakech, pp.1-5, 2013.
    S. Astapov, J.S. Preden and J. Berdnikova, "Simplified acoustic localization by linear arrays for wireless sensor networks", IEEE 18th International Conference on Digital Signal Processing (DSP), Fira, pp.1-6, 2013.
    A. Plinge and G.A. Fink, "Multi-speaker tracking using multiple distributed microphone arrays", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, pp.614-618, 2014.
    W. Fangzhou and P. Xi, "A novel algorithm for wideband acoustic sources localization using multiple spherical arrays", IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Athens, pp.000249-000254, 2013.
    D. Viet-Hung and P. Thanh-Phuong, "Clustering based multiobject positioning system", IEEE International Conference on Advanced Technologies for Communications (ATC), Da Nang, pp.40-44, 2011.
    B. Sobhani, E. Paolini, A. Giorgetti, et al., "Target tracking for UWB multistatic radar sensor networks", IEEE Journal of Selected Topics in Signal Processing, Vol.8, pp.125-136, 2014.
    B. Gulmezoglu, M.B. Guldogan and S. Gezici, "Multiperson tracking with a network of ultrawideband radar sensors based on gaussian mixture PHD filters", IEEE Sensors Journal, Vol.15, pp.2227-2237, 2015.
    J. Sachs and R. Herrmann, "M-sequence-based ultra-wideband sensor network for vitality monitoring of elders at home", IET Radar, Sonar & Navigation, Vol.9, pp.125-137, 2015.
    G. Jian-Feng, L. Nan-Jun, W. Ping and T. Heng-Ming, "Wideband DOA estimation using two sensors", Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on, pp.1095-1098, 2010.
    R.O. Schmidt, "A signal subspace approach to multiple emitter location and spectral estimation", Ph.D. Thesis, Stanford University, California, USA, 1982.
    X. Kai and C. Yong-guang, "Passive location for netted radar on distributed jammers", Acta Electronica Sinica, Vol.36, No.6, pp.1164-1168, 2008. (in Chinese)
    G.H. Golub and C.F. Van Loan, Matrix Computations (the 3rd edition), Johns Hopkins University Press, Baltimore, USA, pp.603-604, 1996.
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