This paper deals with the problem of detection and direction of arrival (DOA) estimation of slowly moving targets against clutter in multichannel mobile passive radar. A dual cancelled channel space-time adaptive processing (STAP) scheme is proposed, aiming at reducing the system computational complexity, as well as the amount of required training data, compared to a conventional full array solution. The proposed scheme is shown to yield comparable target detection capability and DOA estimation accuracy with respect to the corresponding full array solution, despite the lower computational cost required. Moreover, it offers increased robustness against adaptivity losses, operating effectively even in the presence of a limited set of training data, as often available in the highly non-homogeneous clutter scenarios experienced in bistatic passive radar. The effectiveness of the proposed scheme and its suitability for passive GMTI are demonstrated against both simulated and experimental data collected by a DVB-T-based multichannel mobile passive radar.

Dual cancelled channel STAP for target detection and DOA estimation in passive radar / Blasone, Giovanni Paolo; Colone, Fabiola; Lombardo, Pierfrancesco; Wojaczek, Philipp; Cristallini, Diego. - In: SENSORS. - ISSN 1424-8220. - 21:13(2021), pp. 1-17. [10.3390/s21134569]

Dual cancelled channel STAP for target detection and DOA estimation in passive radar

Blasone, Giovanni Paolo
;
Colone, Fabiola;Lombardo, Pierfrancesco;
2021

Abstract

This paper deals with the problem of detection and direction of arrival (DOA) estimation of slowly moving targets against clutter in multichannel mobile passive radar. A dual cancelled channel space-time adaptive processing (STAP) scheme is proposed, aiming at reducing the system computational complexity, as well as the amount of required training data, compared to a conventional full array solution. The proposed scheme is shown to yield comparable target detection capability and DOA estimation accuracy with respect to the corresponding full array solution, despite the lower computational cost required. Moreover, it offers increased robustness against adaptivity losses, operating effectively even in the presence of a limited set of training data, as often available in the highly non-homogeneous clutter scenarios experienced in bistatic passive radar. The effectiveness of the proposed scheme and its suitability for passive GMTI are demonstrated against both simulated and experimental data collected by a DVB-T-based multichannel mobile passive radar.
2021
passive radar; GMTI; AB-STAP; DOA estimation
01 Pubblicazione su rivista::01a Articolo in rivista
Dual cancelled channel STAP for target detection and DOA estimation in passive radar / Blasone, Giovanni Paolo; Colone, Fabiola; Lombardo, Pierfrancesco; Wojaczek, Philipp; Cristallini, Diego. - In: SENSORS. - ISSN 1424-8220. - 21:13(2021), pp. 1-17. [10.3390/s21134569]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1566944
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