TY - JOUR
T1 - CHAFF JAMMING RECOGNITION BASED ON PULSE DOPPLER RADAR
AU - Zhang, Tianjun
AU - Zhang, Jiaxiang
AU - Liang, Zhennan
AU - Chen, Xinliang
AU - Song, Yuanyuan
N1 - Publisher Copyright:
© The Institution of Engineering & Technology 2023.
PY - 2023
Y1 - 2023
N2 - In order to effectively combat the adverse effect of chaff jamming on ship detection by pulse Doppler radar, a chaff jamming recognition method based on range-Doppler image and deep target detection network is proposed in this paper. The chaff cloud diffusion model and the echo model of pulse Doppler radar are established, and the differences of two-dimensional range-Doppler images between ship target and chaff jamming echo are analysed. On this basis, convolutional neural network is utilized to extract the deep features of the image, and the classification and localization of chaff jamming are completed automatically. The performance of the model is verified by simulation and measured data. The results show that the proposed method can effectively solve the problem of chaff jamming recognition under high jamming to noise ratio, and the jamming range-Doppler information provided by the detection results is helpful for jamming suppression.
AB - In order to effectively combat the adverse effect of chaff jamming on ship detection by pulse Doppler radar, a chaff jamming recognition method based on range-Doppler image and deep target detection network is proposed in this paper. The chaff cloud diffusion model and the echo model of pulse Doppler radar are established, and the differences of two-dimensional range-Doppler images between ship target and chaff jamming echo are analysed. On this basis, convolutional neural network is utilized to extract the deep features of the image, and the classification and localization of chaff jamming are completed automatically. The performance of the model is verified by simulation and measured data. The results show that the proposed method can effectively solve the problem of chaff jamming recognition under high jamming to noise ratio, and the jamming range-Doppler information provided by the detection results is helpful for jamming suppression.
KW - CHAFF JAMMING RECOGNITION
KW - CONVOLUTIONAL NEURAL NETWORK
KW - PULSE DOPPLER RADAR
KW - RANGE-DOPPLER IMAGE
UR - http://www.scopus.com/inward/record.url?scp=85203134364&partnerID=8YFLogxK
U2 - 10.1049/icp.2024.1697
DO - 10.1049/icp.2024.1697
M3 - Conference article
AN - SCOPUS:85203134364
SN - 2732-4494
VL - 2023
SP - 3677
EP - 3681
JO - IET Conference Proceedings
JF - IET Conference Proceedings
IS - 47
T2 - IET International Radar Conference 2023, IRC 2023
Y2 - 3 December 2023 through 5 December 2023
ER -