This article deals with the problem of angle and incremental range (i.e., the target range offset with respect to the center of the cell under test) estimation with a frequency diverse array multiple-input multiple-output (FDA-MIMO) radar exploiting a single data snapshot as observable. Starting from the observation that the maximum likelihood (ML) estimation entails a 2-D grid search over the parameters of interest, three approximated ML techniques are designed resorting to the coordinate descent algorithm and the adaptive monopulse criterion (employing either real or complex slope/bias corrections). At the analysis stage, the estimation performance of the proposed methods, including the tapered and double-step monopulse versions, is also assessed in comparison with the Cramér-Rao lower bound. Numerical results corroborate the effectiveness of the considered estimation strategies in some diverse simulated scenarios.

Single-Snapshot Angle and Incremental Range Estimation for FDA-MIMO Radar / Lan, L.; Rosamilia, M.; Aubry, A.; De Maio, A.; Liao, G.. - In: IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS. - ISSN 0018-9251. - 57:6(2021), pp. 3705-3718. [10.1109/TAES.2021.3083591]

Single-Snapshot Angle and Incremental Range Estimation for FDA-MIMO Radar

Rosamilia M.;Aubry A.;De Maio A.;
2021

Abstract

This article deals with the problem of angle and incremental range (i.e., the target range offset with respect to the center of the cell under test) estimation with a frequency diverse array multiple-input multiple-output (FDA-MIMO) radar exploiting a single data snapshot as observable. Starting from the observation that the maximum likelihood (ML) estimation entails a 2-D grid search over the parameters of interest, three approximated ML techniques are designed resorting to the coordinate descent algorithm and the adaptive monopulse criterion (employing either real or complex slope/bias corrections). At the analysis stage, the estimation performance of the proposed methods, including the tapered and double-step monopulse versions, is also assessed in comparison with the Cramér-Rao lower bound. Numerical results corroborate the effectiveness of the considered estimation strategies in some diverse simulated scenarios.
2021
Single-Snapshot Angle and Incremental Range Estimation for FDA-MIMO Radar / Lan, L.; Rosamilia, M.; Aubry, A.; De Maio, A.; Liao, G.. - In: IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS. - ISSN 0018-9251. - 57:6(2021), pp. 3705-3718. [10.1109/TAES.2021.3083591]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/884729
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