Simultaneous Design of PCFM Waveforms and Receive Filters Toward ISRJ Suppression
The interrupted sampling repeater jamming (ISRJ) is a widely used coherent jamming technique. A proper waveform design can effectively suppress or mitigate the ISRJ. Even if several phase-coded waveform design methods have been proposed for this purpose, frequency modulation (FM) waveforms remain th...
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description | The interrupted sampling repeater jamming (ISRJ) is a widely used coherent jamming technique. A proper waveform design can effectively suppress or mitigate the ISRJ. Even if several phase-coded waveform design methods have been proposed for this purpose, frequency modulation (FM) waveforms remain the most common choice for high-power transmitters, as they do not introduce significant distortions in real radar systems. In this letter, we propose a design method for multiple-input multiple-output (MIMO) radar that simultaneously derives the optimal polyphase-coded FM (PCFM) waveforms and the receive filters to mitigate the ISRJ. Specifically, we first model the joint design problem as a nonconvex bivariate optimization problem and we minimize the matching error between the desired and practical transmit-receive correlation functions for different channels. Subsequently, we adopt an alternating strategy to update the PCFM waveforms and receive filters sequentially. More specifically, gradient-based algorithms in Euclidean space and Riemannian manifold space are adopted to derive the optimal waveforms and filters, respectively. The proposed method is characterized by a low computational cost, thanks to its FFT-based implementation. Numerical analysis shows the effectiveness of the proposed method. |
doi_str_mv | 10.1109/LGRS.2024.3457536 |
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A proper waveform design can effectively suppress or mitigate the ISRJ. Even if several phase-coded waveform design methods have been proposed for this purpose, frequency modulation (FM) waveforms remain the most common choice for high-power transmitters, as they do not introduce significant distortions in real radar systems. In this letter, we propose a design method for multiple-input multiple-output (MIMO) radar that simultaneously derives the optimal polyphase-coded FM (PCFM) waveforms and the receive filters to mitigate the ISRJ. Specifically, we first model the joint design problem as a nonconvex bivariate optimization problem and we minimize the matching error between the desired and practical transmit-receive correlation functions for different channels. Subsequently, we adopt an alternating strategy to update the PCFM waveforms and receive filters sequentially. 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Numerical analysis shows the effectiveness of the proposed method.</description><identifier>ISSN: 1545-598X</identifier><identifier>EISSN: 1558-0571</identifier><identifier>DOI: 10.1109/LGRS.2024.3457536</identifier><identifier>CODEN: IGRSBY</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Algorithms ; Alternative optimization ; Bivariate analysis ; Correlation ; Correlation analysis ; Cost analysis ; Design ; Design optimization ; Euclidean geometry ; Euclidean space ; Filters ; Frequency dependence ; Frequency modulation ; interrupted sampling repeater jamming (ISRJ) ; Jamming ; manifold optimization ; Manifolds ; Numerical analysis ; Optimization ; Radar ; Radar equipment ; Riemann manifold ; Transmitters ; Vectors ; waveform design ; Waveforms</subject><ispartof>IEEE geoscience and remote sensing letters, 2024, Vol.21, p.1-5</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c176t-87c74e01ce0c8524291e74e32a477622b3e2eaef99a599216408ae44e3ff90193</cites><orcidid>0000-0002-2770-9891 ; 0000-0002-6807-049X ; 0000-0002-5362-7320 ; 0000-0002-3804-2949</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10671579$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,777,781,793,4010,27904,27905,27906,54739</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10671579$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Qiu, Xiangfeng</creatorcontrib><creatorcontrib>Jiang, Weidong</creatorcontrib><creatorcontrib>Zhang, Xinyu</creatorcontrib><creatorcontrib>Greco, Maria Sabrina</creatorcontrib><creatorcontrib>Gini, Fulvio</creatorcontrib><title>Simultaneous Design of PCFM Waveforms and Receive Filters Toward ISRJ Suppression</title><title>IEEE geoscience and remote sensing letters</title><addtitle>LGRS</addtitle><description>The interrupted sampling repeater jamming (ISRJ) is a widely used coherent jamming technique. A proper waveform design can effectively suppress or mitigate the ISRJ. Even if several phase-coded waveform design methods have been proposed for this purpose, frequency modulation (FM) waveforms remain the most common choice for high-power transmitters, as they do not introduce significant distortions in real radar systems. In this letter, we propose a design method for multiple-input multiple-output (MIMO) radar that simultaneously derives the optimal polyphase-coded FM (PCFM) waveforms and the receive filters to mitigate the ISRJ. Specifically, we first model the joint design problem as a nonconvex bivariate optimization problem and we minimize the matching error between the desired and practical transmit-receive correlation functions for different channels. Subsequently, we adopt an alternating strategy to update the PCFM waveforms and receive filters sequentially. 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subjects | Algorithms Alternative optimization Bivariate analysis Correlation Correlation analysis Cost analysis Design Design optimization Euclidean geometry Euclidean space Filters Frequency dependence Frequency modulation interrupted sampling repeater jamming (ISRJ) Jamming manifold optimization Manifolds Numerical analysis Optimization Radar Radar equipment Riemann manifold Transmitters Vectors waveform design Waveforms |
title | Simultaneous Design of PCFM Waveforms and Receive Filters Toward ISRJ Suppression |
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