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

• প্রধান লেখক: Yao Zhang (লেখক), Xu Wang (লেখক), Haohua Xiu (লেখক), Wei Chen (লেখক), Yongxin Ma (লেখক), Guowu Wei (লেখক), Lei Ren (লেখক), Luquan Ren (লেখক)
• বিন্যাস: গ্রন্থ
• প্রকাশিত: IEEE, 2024-01-01T00:00:00Z.
• বিষয়গুলি: article
• অনলাইন ব্যবহার করুন: 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...