Ship HRRP target recognition method based on transformer and convolutional attention network
XING ZIJIE,
WEI GUANGFEN,
DAN BO
et al.
Abstract:The radar's high-resolution range profile (HRRP) data structure is complex, and extracting stable and reliable features from it is crucial for HRRP target recognition. In this paper, we propose to use the convolution module to extract local spatial features of HRRP and use the positional encoding to embed the position information to generate new temporal features, and then capture the long-term dependency within the distance unit of HRRP through the multi-head new selfattention mechanism of the Transformer enc… Show more
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