Radar high-resolution range profile target identification method based on two-dimensional convolutional network
A high-resolution range image, two-dimensional convolution technology, applied in the field of radar, can solve the problem of low target recognition accuracy, and achieve the effect of improved recognition rate, strong robustness, and strong robustness.
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[0022] refer to figure 1 , is a flow chart of a radar high-resolution range-like target recognition method based on a two-dimensional convolutional network of the present invention; wherein the radar high-resolution range-like target recognition method based on a two-dimensional convolutional network includes the following steps:
[0023] Step 1, determine Q different radars, and there are targets within the detection range of the Q different radars, and then obtain Q-type high-resolution range imaging data from the high-resolution radar echoes of the Q different radars, and record them as the first Class high-resolution range imaging data, type 2 high-resolution range imaging data, ..., Q-type high-resolution range imaging data, each radar corresponds to a class of high-resolution imaging data, and the Q-type high-resolution imaging data are different; Then, class Q high-resolution range imaging data is divided into training sample set and test sample set, the training sample...
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