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New formulation of GNSS acquisition with CFAR detection

Abstract : This paper deals with the analysis of the acquisition process performed by a global navigation satellite system GNSS receiver with a pilot and data channel or in case of GNSS hybrid receiver. Signal acquisition decides the presence or absence of GNSS signal by comparing signal under test with a fixed threshold and provides a code delay and a Doppler frequency estimation, but in low signal conditions or in a noisy environment; acquisition systems are vulnerable and can give a high false alarm and low detection probability. Firstly, we introduce a cell-averaging-constant false alarm rate CFAR then a data-pilot cell-averaging-CFAR detector fusion based to deal with these situations. In this context, we use a new mathematical derivation to develop a closed-form analytic expressions for the probabilities of detection and false alarm. The performances of the proposed detector are evaluated and compared with a non-CFAR case through an analytical and numerical results validated by Mont Carlo simulations. Copyright © 2016 John Wiley & Sons, Ltd.
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https://hal-uphf.archives-ouvertes.fr/hal-03429277
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Submitted on : Monday, November 15, 2021 - 3:23:13 PM
Last modification on : Tuesday, November 16, 2021 - 3:56:48 AM

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Kamel Benachenhou, M'Hamed Hamadouche, Abdelmalik Taleb-Ahmed. New formulation of GNSS acquisition with CFAR detection. International Journal of Satellite Communications and Networking, Wiley, 2017, 35 (3), pp.215-230. ⟨10.1002/sat.1177⟩. ⟨hal-03429277⟩

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