基于GWO-SVM的下肢假肢穿戴者骑行相位识别
高新智,刘作军,张燕,陈玲玲
Bicycle riding phase recognition of lower limb amputees based on GWO-SVM
Xin-zhi GAO,Zuo-jun LIU,Yan ZHANG,Ling-ling CHEN
表 5
各分类模型的识别结果
Tab.5
Recognition results of each classification model
算法
n
r
p
r
/%
用力区
下缓冲区
放松区
上缓冲区
总和
BP
19
15
21
17
72
72
SVM
21
22
17
19
79
79
GA-SVM
22
20
22
23
87
87
PSO-SVM
22
24
23
21
90
90
GWO-SVM
24
22
23
25
94
94