To promote personal health for the elderly and the disabled, and to support independent living at reasonable cost, it is agreeable that a home-based sensor network that collects various data and vital signs of the residents is a promising approach. In this project, networked MEMS accelerometer sensors are considered as a superior technology for localizing footstep source and computing correlation between the level of energy expenditure and the level of floor vibration.