Multichannel physiological signal somatosensory gesture recognition method based on PSO-PCA-SVM
A PSO-PCA-SVM, physiological signal technology, applied in the field of gesture recognition, can solve the problems of strong privacy intrusion, can not fully meet the somatosensory gesture recognition, limited observation range, etc.
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[0047] Below in conjunction with accompanying drawing and specific embodiment the present invention is described in further detail:
[0048] The invention provides a multi-channel physiological signal somatosensory gesture recognition method based on PSO-PCA-SVM. After using the method, the recognition accuracy is high, the real-time performance is good, and the recognition robustness is good.
[0049] As an embodiment of the present invention, the flow chart of the multi-channel physiological signal somatosensory gesture recognition method based on PSO-PCA-SVM is as follows figure 1 , the optimal model training algorithm for multi-channel physiological signal somatosensory gesture recognition based on PSO optimization PCA-SVM is as follows: figure 2 As shown, the support vector machine model is as image 3 As shown, the specific steps are as follows.
[0050] Step1: Collect the original samples of human physiological signals
[0051] The present invention selects physiolo...
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