Before revision:  We model the human upper body using a redundant, partially observable dynamical system . This allows us to naturally formulate the estimation problem as probabilistic inference and solve the inference problem using a standard particle filter.
After revision:  We model the human upper body using a redundant, partially-observable dynamical system and we infer the posture using a standard particle filter.