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The level of daily physical activity has a strong effect on a person's quality of life and health. During the last decades, sedentary and inactive lifestyles have raised serious concerns regarding public health, with diseases such as cardiac illnesses, diabetes, obesity and others receiving a strong concern focus, as it is estimated by the World Health Organization (WHO) that obesity alone is responsible for 6% of the health budget of the European nations (WHO, 2006). The industrial development and its employment growth have in general significantly reduced the physical activity of the active population and the technological development has also allowed the increased number and increased degree of sedentary life styles (Laggeros & Lagiou, 2007). A significant part of the active population in developed countries lead a life with little or no physical activity and its leisure time is often occupied with sedentary activities like reading, surfing on the Internet, playing computer games, watching television, among others.
Currently there are a number of devices who assess the physical activity of an individual, for example the ActiGraph Activity Monitor (ActiGraph, 2010) or the RT3 Accelerometer (Stayhealthy, 2010). The goal of these devices is to monitor whether a person is fulfilling his/her amount of daily exercise or not, and to raise alarms if the foreseen levels are not met.
Taken to a next level, the evaluation of the physical activity level of a person has its roots in the need to determine if his/her physical activity behaviour falls within an interval or profile defined by a health care provider, using appropriate personalized criteria, with the objective of maintain or improve his/her health status. It is well known that physical activity reduces the risk of various diseases and brings several benefits, including improved glucose metabolism, reduced body fat and lower blood pressure (Choi et al., 2005).
The goals and expected benefits of physical activity monitoring, underline the importance of the acquisition of physiological parameters during exercise.
However, until very recently, it was difficult to get a set of physiological data using several measuring devices that are typically in different locations, some of them causing discomfort to those who use them, many of these having an associated cost of ownership and or operation that are not compatible to the desirable goal of enlarging its use to a broad sector of the population, thus rendering impracticable its use in Assisted Living solutions.