• DocumentCode
    2812075
  • Title

    A novel array structure for directions-of-arrival estimation with increased degrees of freedom

  • Author

    Pal, Piya ; Vaidyanathan, P.P.

  • Author_Institution
    Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    2606
  • Lastpage
    2609
  • Abstract
    A novel array structure for significantly increasing the degrees of freedom of linear arrays is proposed. This structure is obtained by systematically nesting two or more uniform linear arrays and can provide O(N2) degrees of freedom using only O(N) physical sensors. It is possible to provide closed form expressions for the sensor locations and the exact degrees of freedom obtainable from the proposed array as a function of the total number of sensors. This cannot be done for existing classes of arrays like minimum redundancy arrays which have been used earlier for detecting more sources than sensors. A novel spatial smoothing based technique is also proposed to exploit the increased degrees of freedom offered by the array to perform DOA estimation of more sources than sensors, using only second order statistics of the received data. This method does not suffer from inherent weaknesses of techniques employing higher order statistics or quasi stationarity of sources. The validity of all the proposed methods is verified through numerical examples.
  • Keywords
    array signal processing; direction-of-arrival estimation; higher order statistics; smoothing methods; directions-of-arrival estimation; higher order statistics; linear array structure; minimum redundancy arrays; physical sensors; quasistationarity; second order statistics; sensor locations; spatial smoothing; Autocorrelation; Covariance matrix; Direction of arrival estimation; Higher order statistics; Iterative methods; Linear antenna arrays; Sensor arrays; Sensor systems; Smoothing methods; Spatial resolution; Co-array; DOA Estimation; Degrees of Freedom; Non Uniform Arrays; Spatial Smoothing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5496268
  • Filename
    5496268