Anti-jamming approach based on radar transmitted waveform matching
This study proposes a novel approach to suppress noise jamming and smart jamming. The traditional method of using auxiliary channels to cancel interference requires pure interference samples to calculate weights, which is almost impossible for pulsed interference signals. In this work, to avoid the...
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Published in | EURASIP journal on advances in signal processing Vol. 2021; no. 1; pp. 1 - 19 |
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Main Authors | , |
Format | Journal Article |
Language | English |
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05.08.2021
Springer Springer Nature B.V SpringerOpen |
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Abstract | This study proposes a novel approach to suppress noise jamming and smart jamming. The traditional method of using auxiliary channels to cancel interference requires pure interference samples to calculate weights, which is almost impossible for pulsed interference signals. In this work, to avoid the difficulty of choosing suitable interference samples, we construct the parameterized expected signal according to the time-delay relation between target reflecting echo and transmitted signal. The objective function is established in the form of the minimum mean square error between the recovered signal and the expected signal. The optimization problem is solved by an alternating iteration method. Simulation results demonstrate that the proposed method achieves excellent performance for suppressing noise jamming and smart jamming and is not sensitive to signal-to-noise ratio and jamming-to-noise ratio. The processing results of the measured data show that the method has a certain practical application value. |
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AbstractList | This study proposes a novel approach to suppress noise jamming and smart jamming. The traditional method of using auxiliary channels to cancel interference requires pure interference samples to calculate weights, which is almost impossible for pulsed interference signals. In this work, to avoid the difficulty of choosing suitable interference samples, we construct the parameterized expected signal according to the time-delay relation between target reflecting echo and transmitted signal. The objective function is established in the form of the minimum mean square error between the recovered signal and the expected signal. The optimization problem is solved by an alternating iteration method. Simulation results demonstrate that the proposed method achieves excellent performance for suppressing noise jamming and smart jamming and is not sensitive to signal-to-noise ratio and jamming-to-noise ratio. The processing results of the measured data show that the method has a certain practical application value. Abstract This study proposes a novel approach to suppress noise jamming and smart jamming. The traditional method of using auxiliary channels to cancel interference requires pure interference samples to calculate weights, which is almost impossible for pulsed interference signals. In this work, to avoid the difficulty of choosing suitable interference samples, we construct the parameterized expected signal according to the time-delay relation between target reflecting echo and transmitted signal. The objective function is established in the form of the minimum mean square error between the recovered signal and the expected signal. The optimization problem is solved by an alternating iteration method. Simulation results demonstrate that the proposed method achieves excellent performance for suppressing noise jamming and smart jamming and is not sensitive to signal-to-noise ratio and jamming-to-noise ratio. The processing results of the measured data show that the method has a certain practical application value. |
ArticleNumber | 59 |
Audience | Academic |
Author | Chen, Xiaoying Chen, Baixiao |
Author_xml | – sequence: 1 givenname: Xiaoying surname: Chen fullname: Chen, Xiaoying organization: National Laboratory of Radar Signal Processing, Xidian University – sequence: 2 givenname: Baixiao orcidid: 0000-0001-7320-327X surname: Chen fullname: Chen, Baixiao email: bxchen@xidian.edu.cn organization: National Laboratory of Radar Signal Processing, Xidian University |
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Cites_doi | 10.2528/PIERL17022204 10.1049/iet-spr.2018.5198 10.1109/7.395232 10.1109/LSP.2016.2645793 10.1109/TAP.1982.1142739 10.1109/TSP.2015.2507544 10.1049/joe.2019.0270 10.1109/TSP.2017.2778684 10.1109/TAES.2015.140315 10.1109/TAES.2014.130322 10.1109/RADAR.2018.8378682 10.18178/ijsps.7.1.14-19 10.1007/s11432-020-3211-8 10.1109/CompComm.2017.8322768 |
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Snippet | This study proposes a novel approach to suppress noise jamming and smart jamming. The traditional method of using auxiliary channels to cancel interference... Abstract This study proposes a novel approach to suppress noise jamming and smart jamming. The traditional method of using auxiliary channels to cancel... |
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SubjectTerms | Anti-jamming Engineering Interference Jamming Noise Noise jamming Noise sensitivity Optimization Quantum Information Technology Signal processing Signal to noise ratio Signal,Image and Speech Processing Smart jamming Spintronics Waveforms |
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