• DocumentCode
    1768813
  • Title

    Fast and accurate 2-D DOA estimation via sparse L-shaped array

  • Author

    Jian-Feng Gu ; Wei-Ping Zhu ; Swamy, M.N.S. ; Chan, S.C.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Concordia Univ., Montreal, QC, Canada
  • fYear
    2014
  • fDate
    1-5 June 2014
  • Firstpage
    1292
  • Lastpage
    1295
  • Abstract
    In this paper, we address the problem of estimating the two-dimensional (2-D) directions of arrival (DOA) of multiple signals, by means of a sparse L-shaped array. The array consists of one uniform linear array (ULA) and one sparse linear array (SLA). The shift-invariance property of the ULA is used to estimate the elevation angles with low computational burden. The source waveforms are then obtained by the estimated elevational angles, which together with each sensor of the SLA, considered as a linear regression model, will be used to estimate the azimuth angle by the modified total least squares (MTLS) technique. The new algorithm yields correct parameter pairs without requiring the computationally expensive pairing operation, and therefore, it has at least two advantages over the previous L-shaped array based algorithms: less computational load and better performance due to using the SLA. Simulation results show that our method provides accurate and consistent 2-D DOA estimation results which could not be achieved by other methods with comparable computational complexity.
  • Keywords
    array signal processing; computational complexity; direction-of-arrival estimation; least squares approximations; linear antenna arrays; regression analysis; 2D DOA estimation; MTLS; SLA; ULA; azimuth angle; computational complexity; direction-of-arrival estimation; elevation angles; linear regression model; modified total least squares technique; shift-invariance property; sparse L-shaped array; sparse linear array; uniform linear array; Arrays; Azimuth; Correlation; Direction-of-arrival estimation; Estimation; Signal to noise ratio; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
  • Conference_Location
    Melbourne VIC
  • Print_ISBN
    978-1-4799-3431-7
  • Type

    conf

  • DOI
    10.1109/ISCAS.2014.6865379
  • Filename
    6865379