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2007-12-23
The m -DSO-ESPRIT Method for Maximum Likelihood DOA Estimation
By
Progress In Electromagnetics Research, Vol. 80, 477-497, 2008
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 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
http://www.jpier.org/PIER/pier.php?paper=07121106
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