Testing Ambient Assisted Living Solutions with Simulations

摘要

The paper introduces a testing solution for evaluating Ambient Assisted Living systems by means of 3D simulations generated with a game engine, complex event processing, and classifiers. The solution aims to ensure that: (1) some key features of the problem appear in the simulation, and (2) the assistive solution interacts with the persons in the right way. A specific testing solution is needed because of the evolving nature of the simulation (each iteration of the requirements specification involves changes in the activities within the simulation) and the assistive solution (it operates in real time and evaluating its performance may require manually inspecting hours of simulation). The approach is illustrated with a proof-of-concept experiment.