Classifying hazardous movements and loads during manual materials handling using accelerometers and instrumented insoles.Improper manual material handling (MMH) techniques are shown to lead to low back pain, the most common work-related musculoskeletal disorder.  We present a machine learning algorithm to detect and classify MMH tasks using minimally-intrusive instrumented insoles and chest-mounted accelerometers. 
instrumented insoles
Classifying hazardous movements and loads during manual materials handling using accelerometers and instrumented insoles.Improper manual material handling (MMH) techniques are shown to lead to low back pain, the most common work-related musculoskeletal disorder.  We present a machine learning algorithm to detect and classify MMH tasks using minimally-intrusive instrumented insoles and chest-mounted accelerometers. 
accelerometers