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2021 | OriginalPaper | Buchkapitel

A Fast and Efficient Method for Time Delay Estimation for the Wideband Signals in Non-gaussian Environment

verfasst von : Viacheslav Oliinyk, Vladimir Lukin, Igor Djurovic

Erschienen in: Integrated Computer Technologies in Mechanical Engineering - 2020

Verlag: Springer International Publishing

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Abstract

Time delay estimation (TDE) for signals arriving at interferometric or array antennas is an operation widely used for different applications. There are efficient solutions for fixed (not moving) sources of irradiated or reflected signals under the condition of high input signal-to-noise ratio (SNR), the appropriate interval of signal reception and Gaussian noise. However, efficiency and accuracy of estimation considerably reduce if noise is not Gaussian and SNR is low. Available solutions require pre-processing of received signals that often takes a lot of time and efforts. Here, we propose another solution for the interferometric case that can be treated as looking for the robust similarity of received signal/noise mixtures for a set of possible delays. It is shown that such processing is fast and efficient providing considerable improvement of TDE accuracy in the sense of sufficient reduction of probability of abnormal estimates for the non-Gaussian environment.

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Benesty, J., Huang, Y., Chen, J.: Time delay estimation via minimum entropy. IEEE Signal Process. Lett. 14(3), 157–160 (2007). https://doi.org/10.1109/LSP.2006.884038CrossRef

Osman, L., Sfar, I., Gharsallah, A.: The application of high-resolution methods for DOA estimation using a linear antenna array. Int. J. Microwave Wirel. Technol. 7(1), 87–94 (2015). https://doi.org/10.1017/S1759078714000464CrossRef

Carter, G.C.: Coherence and time delay estimation. Proc. IEEE 75(2), 236–255 (1987). https://doi.org/10.1109/PROC.1987.13723CrossRef

Benesty, J., Chen, J.: Study and Design of Differential Microphone Arrays. Springer, , Heidelberg (2013)CrossRef

Ianniello, J.: Time delay estimation via cross-correlation in the presence of large estimation errors. IEEE Trans. Acoust. Speech Signal Process. 30(6), 998–1003 (1982). https://doi.org/10.1109/TASSP.1982.1163992CrossRef

Champagne, B., Eizenman, M., Pasupathy, S.: Exact maximum likelihood time delay estimation for short observation intervals. IEEE Trans. Signal Process. 39(6), 1245–1257 (1991). https://doi.org/10.1109/78.136531CrossRef

Gustafsson, T., Rao, B.D., Trivedi, M.: Source localization in reverberant environments: modeling and statistical analysis. IEEE Trans. Speech Audio Process. 11(6), 791–803 (2003). https://doi.org/10.1109/TSA.2003.818027CrossRef

Fanaswala, M., Krishnamurthy, V.: Detection of anomalous trajectory patterns in target tracking via stochastic context-free grammars and reciprocal process models. IEEE J. Sel. Top. Signal Process. 7(1), 76–90 (2013). https://doi.org/10.1109/JSTSP.2012.2233459CrossRef

Yu, H., An, W., Zhu, R.: Extended target tracking and feature estimation for optical sensors based on the Gaussian process. Sensors 19(7), 1704 (2019). https://doi.org/10.3390/s19071704CrossRef

10.

Hasan, A.H., Mnati, A.M., Obied, A.: Bayesian approach for multi-mode kalman filter for abnormal estimation. Nonlinear Dyn. Syst. Theory 18(4), 372–391 (2018)MathSciNetMATH

11.

Talantzis, F., Pnevmatikakis, A., Constantinides, A.G.: Audio-Visual Person Tracking: A Practical Approach. Imperial College Press, London (2012)

12.

Shao, M., Nikias, C.L.: Signal processing with fractional lower order moments: Stable processes and their applications. Proc. IEEE 81(7), 986–1010 (1993). https://doi.org/10.1109/5.231338CrossRef

13.

Georgiou, P.G., Tsakalides, P., Kyriakakis, C.: Alpha-stable modeling of noise and robust time-delay estimation in the presence of impulsive noise. IEEE Trans. Multimed. 1(3), 291–301 (1999). https://doi.org/10.1109/6046.784467CrossRef

14.

Oliinyk, V., Lukin, V., Djurović, I.: Time delay estimation for noise-like signals embedded in non-Gaussian noise using adaptive robust DFT. In: 2018 7th Mediterranean Conference on Embedded Computing (MECO), pp. 1–4. IEEE, Budva (2018). https://doi.org/10.1109/MECO.2018.8406054

15.

Oliinyk, V., Ieremeiev, O., Djurović, I.: Center weighted median filter application to time delay estimation in non-Gaussian noise environment. In: 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON), pp. 985–989. IEEE, Lviv (2019). https://doi.org/10.1109/UKRCON.2019.8879775

16.

Oliinyk, V., Lukin, V.: Time delay estimation for noise-like signals embedded in non-Gaussian noise using pre-filtering in channels. In: 2020 IEEE 15th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET), pp. 638–643. IEEE, Lviv-Slavske (2020). https://doi.org/10.1109/TCSET49122.2020.235510

17.

Sun, T., Gabbouj, M., Neuvo, Y.: Analysis of two-dimensional center weighted median filters. Multidimension. Syst. Signal Process. 6(2), 159–172 (1995). https://doi.org/10.1007/BF00981569CrossRefMATH

18.

Nolan, J.P.: Univariate Stable Distributions. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-52915-4

19.

Ebdelli, M., Le Meur, O., Guillemot, C.: Analysis of patch-based similarity metrics: Application to denoising. In: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 2070–2074. IEEE, Vancouver (2013). https://doi.org/10.1109/ICASSP.2013.6638018

20.

Mironică, I., Ionescu, B., Vertan, C.: The influence of the similarity measure to relevance feedback. In: 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO), pp. 1573–1577. IEEE, Bucharest (2012)

Titel: A Fast and Efficient Method for Time Delay Estimation for the Wideband Signals in Non-gaussian Environment
verfasst von: Viacheslav Oliinyk
Vladimir Lukin
Igor Djurovic
Verlag: Springer International Publishing
Buch: Integrated Computer Technologies in Mechanical Engineering - 2020
Print ISBN: 978-3-030-66716-0

Electronic ISBN: 978-3-030-66717-7

Copyright-Jahr: 2021
DOI: https://doi.org/10.1007/978-3-030-66717-7_3

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