Recurrence Plot 알고리즘을 이용한 버스트 신호 검출 성능 분석

초록

This paper proposes a new signal detection method based on a recurrence plot (RP) algorithm for detecting a burst signal. For detecting the burst signal, the conventional energy detection method performance is degraded because of the characteristic of the very short length of the burst signal. We use a three RP algorithm to visualize the burst signal and to utilize the CNN model for training and validating. performance improvement. The proposed methods based on three RP algorithm and CNN model show better performance than the conventional energy detection method through the simulation results.

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