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Keywords = radar unconventional active jamming

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18 pages, 4866 KiB  
Article
Novel Unconventional-Active-Jamming Recognition Method for Wideband Radars Based on Visibility Graphs
by Congju Du and Bin Tang
Sensors 2019, 19(10), 2344; https://doi.org/10.3390/s19102344 - 21 May 2019
Cited by 16 | Viewed by 3155
Abstract
Radar unconventional active jamming, including unconventional deceptive jamming and barrage jamming, poses a serious threat to wideband radars. This paper proposes an unconventional-active-jamming recognition method for wideband radar. In this method, the visibility algorithm of converting the radar time series into graphs, called [...] Read more.
Radar unconventional active jamming, including unconventional deceptive jamming and barrage jamming, poses a serious threat to wideband radars. This paper proposes an unconventional-active-jamming recognition method for wideband radar. In this method, the visibility algorithm of converting the radar time series into graphs, called visibility graphs, is first given. Then, the visibility graph of the linear-frequency-modulation (LFM) signal is proved to be a regular graph, and the rationality of extracting features on visibility graphs is theoretically explained. Therefore, four features on visibility graphs, average degree, average clustering coefficient, Newman assortativity coefficient, and normalized network-structure entropy, are extracted from visibility graphs. Finally, a random-forests (RF) classifier is chosen for unconventional-active-jamming recognition. Experiment results show that recognition probability was over 90% when the jamming-to-noise ratio (JNR) was above 0 dB. Full article
(This article belongs to the Section Remote Sensors)
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