Deception signal detection method and device, computer equipment and storage medium

The invention belongs to the technical field of satellite safety, and discloses a deception signal detection method and device, computer equipment and a storage medium, and the method comprises the steps: obtaining navigation sequence data according to a received satellite navigation signal, the nav...

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Bibliographische Detailangaben
Hauptverfasser: DAI ZHIQIANG, XU YIYU, LI YUAN, ZHU XIANGWEI, SUN SHIHAI, ZHOU ZHIJIAN, YUAN XUELIN, RAN CHENGXIN, CHEN ZHENGKUN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention belongs to the technical field of satellite safety, and discloses a deception signal detection method and device, computer equipment and a storage medium, and the method comprises the steps: obtaining navigation sequence data according to a received satellite navigation signal, the navigation sequence data comprises an information quality monitoring movement variance, an information quality monitoring movement mean value, a carrier-to-noise ratio movement variance, a carrier-to-noise ratio movement mean value, a pseudo-range Doppler consistency parameter, a pseudo-range residual error, a receiver clock error and a receiver clock error change rate; converting the navigation sequence data into navigation image data; inputting the navigation image data into the trained signal detection neural network to obtain a deception signal detection result; the signal detection neural network is an adversarial convolutional neural network. The method can achieve the effect of improving the detection accuracy