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Near field parameter estimation of moving sources with recursive expectation maximization algorithm

Cekli, Serap; Cekli, Erdinc; Kabaoglu, Nihat; Cirpan, Hakan Ali


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        "affiliation": "Istanbul Univ, Elekt & Elektron Muhendisligi Bolumu, Istanbul, Turkey", 
        "name": "Cekli, Serap"
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      {
        "affiliation": "Tubitak MAM, Gebze, Turkey", 
        "name": "Cekli, Erdinc"
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      {
        "affiliation": "Kadir Has Univ, Tekn Bilimler Meslek Yuksek Okulu, Istanbul, Turkey", 
        "name": "Kabaoglu, Nihat"
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      {
        "affiliation": "Istanbul Univ, Elekt & Elektron Muhendisligi Bolumu, Istanbul, Turkey", 
        "name": "Cirpan, Hakan Ali"
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    "description": "In this paper, maximum likelihood (ML) estimator is proposed for the joint estimation of the direction of arrival (DOA) and range parameters of moving sources in the near-field of the antenna array. ML estimation algorithm is presented for, deterministic signal model. Recursive form of the expectation maximization (REM) algoritm is suggested for the estimation of the near-field parameters because there is not closed form solutions for the maximum likelihood functions. Moreover, simulation results of the suggested algorithm are presented.", 
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