Abstract
We propose a new method of phase difference estimation between two quasi-harmonic signals with slowly varying parameters. The proposed method does not require the solution of the overdetermined systems of equations, and it may be calculated in real time. The majority of operations for their calculation can be carried out on fixed-point numbers, and that substantially simplifies algorithm realization on signal processor or FPGA. The method accuracy is near to the Cramer–Rao lower bound within the statistical error for signals with SNR is in the range from 0 to 40 dB. The advantage of the proposed method is the possibility of signal processing with slow frequency and amplitude modulation. We compare proposed method and the method based on sine-wave-fits by numerical simulation.
Similar content being viewed by others
References
B. Burke, F. Smith, An Introduction to Radio Astronomy (Cambridge University Press, Cambridge, 2010)
A. Derevianko, M. Pospelov, Hunting for topological dark matter with atomic clocks. Nat. Phys. 10, 933 (2014)
O. Gerberding, C. Diekmann, J. Kullmann, M. Trbs, I. Bykov, S. Barke, N. Brause, D. Esteban, T. Schwarze, J. Reiche, K. Danzmann, T. Rasmussen, T. Hansen, A. Enggaard, S. Pedersen, O. Jennrich, M. Suess, Z. Sodnik, G. Heinzel, Readout for intersatellite laser interferometry: measuring low frequency phase fluctuations of high-frequency signals with microradian precision. Rev. Sci. Instrum. (2015). doi:10.1063/1.4927071
IEEE Std 1241-2000. IEEE Standard for Terminology and Test Methods for Analog-to-Digital Converters
V. Ignat‘ev, A. Nikitin, S. Yushanov, Parametric analysis of oscillations with slow variyng frequences. Radiophys. Quantum Electron. 53, 132 (2010)
S. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory (Prentice Hall, Upper Sadle River, 1998)
M. Kayton, W. Fried, Avionics Navigation System (Wiley, New York, 1997)
Y.R. Liang, H.Z. Duan, H.C. Yeh, J. Luo, Fundamental limits on the digital phase measurement method based on cross-correlation analysis. Rev. Sci. Instrum. (2012). doi:10.1063/1.4751867
S.M. Mahmud, High precision phase measurement using reduced sine and cosine tables. IEEE Trans. Instrum. Meas. 39, 56 (1990)
S.M. Mahmud, High precision phase measurement using adaptive sampling. IEEE Trans. Instrum. Meas. 38, 954 (1989)
S.M. Mahmud, Error analysis of digital phase measurement of distorted waves. IEEE Trans. Instrum. Meas. 38, 6 (1989)
A. Nikitin, K. Pshenichnyy, S. Yushanov, A method for fast estimation of slowly changing parameters of a quasi-harmonic signal. Meas. Sci. Technol. (2016). doi:10.1088/0957-0233/27/2/025011
R.E.A.C. Paley, N. Wiener, Fourier Transforms in the Complex Domain (American Mathematical Society Colloquium Publications, New York, 1934)
B.G. Quinn, Estimation of frequency, amplitude, and phase from the DFT of a time series. IEEE Trans. Signal Process. 45, 814 (1997)
G. Raju, Radar Engineering (I.K. International Publishing House, New Delhi, 2010)
M. Sedlacek, M. Krumpholc, Digital measurement of phase difference a comparative study. DSP Algorithms Metrol. Meas. Syst. XII, 427 (2005)
J. Webster, Electrical Measurement, Signal Processing, and Displays (CRC Press, Boca Raton, 2004)
Acknowledgements
The authors would like to thank the reviewers for their constructive comments and suggestions. The authors are grateful to A.A. Orlov for assisting with preparation of the manuscript. The theoretical part of the work was supported by the Russian Science Foundation Project # 15-47-0229715. The numerical simulation part of the work was supported by RFBR Project # 16-32-00447.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Ignatjev, V., Stankevich, D. A Fast Estimation Method for the Phase Difference Between Two Quasi-harmonic Signals for Real-Time Systems. Circuits Syst Signal Process 36, 3854–3863 (2017). https://doi.org/10.1007/s00034-016-0484-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00034-016-0484-3