Kevin Pluckter

Predicting Task Intent From Surface Electromyography Using Layered Hidden Markov Models

Human-robot interaction faces the challenge of designing and modeling tightly coupled and effectively controlled human-machine systems. This letter describes a method to learn human operator's performance characteristics from surface electromyography measurements to predict their intentions during t