Optimization of Forcemyography Sensor Placement for Arm Movement Recognition

Xiaohao Xu,Zihao Du,Huaxin Zhang,Ruichao Zhang,Zihan Hong,Qin Huang,Bin Han,Xiaohao Xu,Zihao Du,Huaxin Zhang,Ruichao Zhang,Zihan Hong,Qin Huang,Bin Han

How to design an optimal wearable device for human movement recognition is vital to reliable and accurate human-machine collaboration. Previous works mainly fabricate wearable devices heuristically. Instead, this paper raises an academic question: can we design an optimization algorithm to optimize the fabrication of wearable devices such as figuring out the best sensor arrangement automatically? ...