WANG Ding, YIN Jiexin, YU Hongyi. DPD Algorithm for Moving Source Based on Doppler Frequency Shifts: Case of Known Waveforms[J]. Chinese Journal of Electronics, 2019, 28(5): 978-986. doi: 10.1049/cje.2019.06.006
Citation: WANG Ding, YIN Jiexin, YU Hongyi. DPD Algorithm for Moving Source Based on Doppler Frequency Shifts: Case of Known Waveforms[J]. Chinese Journal of Electronics, 2019, 28(5): 978-986. doi: 10.1049/cje.2019.06.006

DPD Algorithm for Moving Source Based on Doppler Frequency Shifts: Case of Known Waveforms

doi: 10.1049/cje.2019.06.006
Funds:  This work is supported by the National Natural Science Foundation of China (No.61201381, No.61401513, No.61772548), the National Science Foundation for Post-doctoral Scientists of China (No.2016M592989), the Self-Topic Foundation of Information Engineering University (No.2016600701), and the Outstanding Youth Foundation of Information Engineering University (No.2016603201).
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  • Corresponding author: YIN Jiexin (corresponding author) was born in 1989.She received the Master's degree from Information Engineering University,China,in 2014.She is currently working towards the Ph.D.degree in Information Engineering University.Her main research interests include passive localization and array signal processing.(Email:Cindyin0807@163.com)
  • Received Date: 2016-12-27
  • Rev Recd Date: 2017-11-15
  • Publish Date: 2019-09-10
  • We focus on the Direct position determination (DPD) of a moving narrowband source based on Doppler frequency shifts of signals with known waveforms. Two common motion models are considered:the Constant velocity (CV) model and the Constant acceleration (CA) model. The DPD cost function is obtained after some algebraic manipulations using the Maximum likelihood (ML) criterion. To develop a computationally efficient optimization algorithm, we present a preliminary mathematical result that plays a fundamental role in development of the proposed algorithm. Subsequently, a Newton iterative algorithm is tailored to the two motion models to determine the moving transmitter's trajectory. When compared with multidimensional grid searching, the proposed algorithm is more computationally attractive without compromising its estimation accuracy.Simulation results confirm the superiority of the proposed algorithm.
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  • M. Wax and T. Kailath, "Decentralized processing in sensor arrays", IEEE Transactions on Signal Processing, Vol.33, No.4, pp.1123-1129, 1985.
    K. Yang, J. P. An, X. Y. Bu, et al., "Constrained total leastsquares location algorithm using time-difference-of-arrival measurements", IEEE Transactions on Vehicular Technology, Vol.59, No.3, pp.1558-1562, 2010.
    H. G. Yu, G. M. Huang, J. Gao, et al., "An efficient constrained weighted least squares algorithm for moving source location using TDOA and FDOA measurements", IEEE Transactions on Wireless Communications, Vol.11, No.1, pp.44-47, 2012.
    F. X. Ge, D. X. Shen, Y. N. Peng, et al., "Superresolution time delay estimation in multipath environments", IEEE Transactions on Circuits and Systems, Vol.54, No.9, pp.1977-1986, 2007.
    R. J. Ulman and E. G. Geranoitis, "Wideband TDOA/FDOA processing using summation of short-time CAF's", IEEE Transactions on Signal Processing, Vol.47, No.12, pp.3193-3200, 1999.
    A. Amar and A. J. Weiss, "Localization of narrowband radio emitters based on Doppler frequency shifts", IEEE Transactions on Signal Processing, Vol.56, No.11, pp.5500-5508, 2008.
    A. J. Weiss, "Direct geolocation of wideband emitters based on delay and Doppler", IEEE Transactions on Signal Processing, Vol.59, No.6, pp.2513-2520, 2011.
    M. Pourhomayoun and M. L. Fowler, "Distributed computation for direct position determination emitter location", IEEE Transactions on Aerospace and Electronic Sustems, Vol.50, No.4, pp.2878-2889, 2014.
    J. Z. Li, L. Yang, F. C. Guo, et al., "Coherent summation of multiple short-time signals for direct positioning of a wideband source based on delay and Doppler", Digital Signal Processing, Vol.48, No.1, pp.58-70, 2016.
    A. J. Weiss, "Direct position determination of narrowband radio frequency transmitters", IEEE Signal Processing Letters, Vol.11, No.5, pp.513-516, 2004.
    A. J. Weiss and A. Amar, "Direct position determination of multiple radio signals", EURASIP Journal on Applied Signal Processing, Vol.2005, No.1, pp.37-49, 2005.
    A. Amar and A. J. Weiss, "Direct position determination in the presence of model errors-known waveforms", Digital Signal Processing, Vol.16, No.1, pp.52-83, 2006.
    A. Amar and A. J. Weiss, "A decoupled algorithm for geolocation of multiple emitters", Signal Processing, Vol.87, No.10, pp.2348-2359, 2007.
    O.Bar-Shalom and A. J. Weiss, "Efficient direct position determination of orthogonal frequency division multiplexing signals", IET Radar, Sonar and Navigation, Vol.3, No.2, pp.101-111, 2009.
    A. M. Reuven and A. J. Weiss, "Direct position determination of cyclostationary signals", Signal Processing, Vol.89, No.12, pp.2448-2464, 2009.
    M. Oispuu and U.Nickel, "Direct detection and position determination of multiple sources with intermittent emission", Signal Processing, Vol.90, No.12, pp.3056-3064, 2010.
    J. Li and R. T. Compton, "Maximum likelihood angle estimation for signals with known waveforms", IEEE Transactions on Signal Processing, Vol.41, No.9, pp.2850-2862, 1993.
    J. Li, B. Halder, P. Stoica, et al., "Computationally efficient angle estimation for signals with known waveforms", IEEE Transactions on Signal Processing, Vol.43, No.9, pp.2154-2163, 1995.
    J. F. Gu, P. Wei and H. M. Tai, "Fast direction-of-arrival estimation with known waveforms and linear operators", IET Signal Processing, Vol.2, No.1, pp.27-36, 2008.
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