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Doctoral dissertation put forward the amplitude spectrum and reflection symmetry characteristics as keyframe gait recognition algorithm wavelet velocity moments and wavelet moments reflection symmetry, and the combination of the two to describe the gait fractal dimension wavelet analysis described in sub-step state recognition algorithm static characteristics and dynamic characteristics of a combination of three-dimensional gait recognition method