An Improved Extreme Learning Machine (ELM) Algorithm for Intent Recognition of Transfemoral Amputees With Powered Knee Prosthesis

• Main Authors: Yao Zhang (Author), Xu Wang (Author), Haohua Xiu (Author), Wei Chen (Author), Yongxin Ma (Author), Guowu Wei (Author), Lei Ren (Author), Luquan Ren (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

To overcome the challenges posed by the complex structure and large parameter requirements of existing classification models, the authors propose an improved extreme learning machine (ELM) classifier for human locomotion intent recognition in this study, resulting in enhanced classification accuracy...