I. Introduction
In recent years, the development of health care monitoring applications has sparked the interest of many research works. In fact, 80% of daily accidents of people over the age of 65 correspond to falls, and 62% of which occur at home [1]. In view of the significant increase of such accidents, elderly assistance becomes an imperative priority for many governments' agencies.