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PIER PIER B PIER C PIER M PIER Letters
2007-12-23
The m -DSO-ESPRIT Method for Maximum Likelihood DOA Estimation
By
Leonardo Lizzi,

    Dr. Leonardo Lizzi

    University of Nice, CNRS

    France

    Homepage

Federico Viani,

    Dr. Federico Viani

    Department of Information Engineering and Computer Science

    University of Trento

    Italy

    Homepage

Manuel Benedetti,

    Dr. Manuel Benedetti

    Department of Information and Communication Technology

    University of Trento

    Italy

    Homepage

Paolo Rocca,

    Dr. Paolo Rocca

    Department of Information Engineering and Computer Science

    University of Trento

    Italy

    Homepage

Andrea Massa

    Prof. Andrea Massa

    Department of Information and Communication Technology

    University of Trento

    Italy

    Homepage

Progress In Electromagnetics Research, Vol. 80, 477-497, 2008
doi:10.2528/PIER07121106
Abstract
The estimation of the directions-of-arrival (DoAs) of multiple signals is a topic of great relevance in smart antenna synthesis and signal processing applications. In this paper, a memory-based method is proposed to compute the maximum likelihood (ML) DoA estimates. Such a conceptually-simple technique is based on the datasupported optimization (DSO) and the estimation of signal parameters via rotational invariance technique (ESPRIT), but fully exploits a memory mechanism for improving the estimation accuracy especially when dealing with critical scenarios characterized by low signal-tonoise ratios (SNR) or/and small number of snapshots. Simulation results assess the potentialities and limitations of the proposed approach that favorably compares with state-of-the-art methods.
Citation
Leonardo Lizzi, Federico Viani, Manuel Benedetti, Paolo Rocca, and Andrea Massa, "The m -DSO-ESPRIT Method for Maximum Likelihood DOA Estimation," Progress In Electromagnetics Research, Vol. 80, 477-497, 2008.
doi:10.2528/PIER07121106
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