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System that allows the non-intrusive monitoring of elderly people in their own homes by their relatives or caregivers. The solution is based on the positioning of mobile devices such as smart watches using the signals emitted by Wi-Fi access points, and therefore has the advantage of not requiring the deployment of any kind of infrastructure.