DOA Estimation Using Single or Dual Reception Channels Based on Cyclostationarity

This paper addresses the problem of direction-of-arrival (DOA) estimation for cyclostationary signals using less reception channel in comparison with the number of sensors. The system is considered to be realized by using the reception channel(s) to receive the signal reached each sensor in turn. Such simplification results in a cost reduction of the system and the effect of inconsistency among different channels are removed. However, non-synchronized sampling also makes the traditional DOA estimation algorithms ineffective. To cope with the problem, the signal models for DOA estimation using a single channel and dual channels are formulated based on signal cyclostationary, and the single channel cyclic MUSIC (SC-Cyclic-MUSIC) algorithm and the dual channels cyclic MUSIC (DC-Cyclic-MUSIC) algorithm are proposed correspondingly. This paper shows that both SC-Cyclic-MUSIC algorithm and DC-Cyclic-MUSIC algorithm work well when the switching interval is known, and a satisfied performance can also be obtained by DC-Cyclic-MUSIC algorithm when the uncertainty of the switching interval exists. Moreover, the proposed estimators are suitable for both narrow-band and wide-band signals. The computer simulations are provided to verify the effectiveness of the proposed algorithms.

[1]  C.-M.S. See A single channel approach to high resolution direction finding and beamforming , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

[2]  I.P. Pokrajac,et al.  Direction of Arrival Estimation via Exploitation of Cyclostationarity: A Frequency-Domain Approach , 2005, EUROCON 2005 - The International Conference on "Computer as a Tool".

[3]  Antonio Napolitano,et al.  Cyclostationarity: Half a century of research , 2006, Signal Process..

[4]  Feng Shen,et al.  Improved Coarray Interpolation Algorithms with Additional Orthogonal Constraint for Cyclostationary Signals , 2018, Sensors.

[5]  Tao Liu,et al.  Cyclic Correntropy: Foundations and Theories , 2018, IEEE Access.

[6]  R. O. Schmidt,et al.  Multiple emitter location and signal Parameter estimation , 1986 .

[7]  Qun Wan,et al.  SCC-MUSIC algorithm for DOA estimation based on cyclostationarity , 2016, 2016 CIE International Conference on Radar (RADAR).

[8]  Yiyu Zhou,et al.  Generalized Wideband Cyclic MUSIC , 2009, EURASIP J. Adv. Signal Process..

[9]  William A. Gardner,et al.  Simplification of MUSIC and ESPRIT by exploitation of cyclostationarity , 1988, Proc. IEEE.

[10]  Jianyan Liu,et al.  DOA Estimation With Enhanced DOFs by Exploiting Cyclostationarity , 2017, IEEE Transactions on Signal Processing.

[12]  Thomas Kailath,et al.  Direction-of-arrival estimation via exploitation of cyclostationary-a combination of temporal and spatial processing , 1992, IEEE Trans. Signal Process..

[13]  Tianshuang Qiu,et al.  Robust cyclic beamforming against cycle frequency error in Gaussian and impulsive noise environments , 2019, AEU - International Journal of Electronics and Communications.

[14]  B. G. Agee,et al.  Cyclic MUSIC algorithms for signal-selective direction estimation , 1989, International Conference on Acoustics, Speech, and Signal Processing,.

[15]  Huan Zhu,et al.  Simulation research to finding direction precision based on music algorithm in non-uniform circular array , 2015, 2015 IEEE 16th International Conference on Communication Technology (ICCT).

[16]  H. Howard Fan,et al.  On Improvements of Cyclic MUSIC , 2005, EURASIP J. Adv. Signal Process..

[17]  Naofal Al-Dhahir,et al.  Cyclostationary Noise Mitigation for SIMO Powerline Communications , 2018, IEEE Access.

[18]  Li Dong-hai,et al.  A new approach of high resolution direction finding using single channel receiver , 2010, 2010 International Conference on Image Analysis and Signal Processing.

[19]  Bo Wahlberg,et al.  Experimental and theoretical comparison of some algorithms for beamforming in single receiver adaptive arrays , 1991 .

[20]  William A. Gardner,et al.  Spectral Correlation of Modulated Signals: Part II - Digital Modulation , 1987, IEEE Transactions on Communications.

[21]  Ivan P. Pokrajac,et al.  One-step signal selective direct positioning algorithm of cyclostationary signals , 2010, Proceedings of Papers 5th European Conference on Circuits and Systems for Communications (ECCSC'10).

[22]  Dezhong Peng,et al.  Second-Order Cyclostationary Statistics-Based Blind Source Extraction From Convolutional Mixtures , 2017, IEEE Access.

[23]  Yide Wang,et al.  A Root-MUSIC-like direction finding method for cyclostationary signals , 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[24]  Antonio Cantoni,et al.  Application of orthogonal perturbation sequences to adaptive beamforming , 1980 .

[25]  W.A. Gardner,et al.  Progress on signal-selective direction finding , 1990, Fifth ASSP Workshop on Spectrum Estimation and Modeling.

[26]  Antonio Napolitano,et al.  Cyclostationarity: New trends and applications , 2016, Signal Process..