We develop and use low-cost accelerometers to record gait related movement signals during walkingand use the same to classify and differentiating the gait phases. Also, EEG and accelerometer sensors are being employed to understand the coordination between the central nervous system, the limb, and the musculoskeletal system that helps to develop EEG brain computer interfaces for assistance during walking.