This paper deals with the smart placement of motion sensors in smart homes for Ambient Assisted Living, by considering the sensor technology and cost and respecting specific coverage requirements. The core of the proposed methodology is a decision module that can optimize the sensors placement according to different objectives. More precisely, the main objective is the minimization of costs of the deployed sensors. Moreover, the second objective can be the maximization of the overlapping in order to find a robust solution or the minimization of the overlapping of the detection areas in order to improve the inhabitant localization. A case study demonstrates the effectiveness of the proposed strategy on sensors placement in a domestic environment.

Smart placement of motion sensors in a home environment / Fanti, Maria Pia; Roccotelli, Michele; Faraut, Gregory; Lesage, Jean-Jacques. - ELETTRONICO. - (2017), pp. 894-899. (Intervento presentato al convegno IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017 tenutosi a Banff, Canada nel October 5-8, 2017) [10.1109/SMC.2017.8122723].

Smart placement of motion sensors in a home environment

Maria Pia Fanti;Michele Roccotelli;
2017-01-01

Abstract

This paper deals with the smart placement of motion sensors in smart homes for Ambient Assisted Living, by considering the sensor technology and cost and respecting specific coverage requirements. The core of the proposed methodology is a decision module that can optimize the sensors placement according to different objectives. More precisely, the main objective is the minimization of costs of the deployed sensors. Moreover, the second objective can be the maximization of the overlapping in order to find a robust solution or the minimization of the overlapping of the detection areas in order to improve the inhabitant localization. A case study demonstrates the effectiveness of the proposed strategy on sensors placement in a domestic environment.
2017
IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017
978-1-5386-1645-1
Smart placement of motion sensors in a home environment / Fanti, Maria Pia; Roccotelli, Michele; Faraut, Gregory; Lesage, Jean-Jacques. - ELETTRONICO. - (2017), pp. 894-899. (Intervento presentato al convegno IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017 tenutosi a Banff, Canada nel October 5-8, 2017) [10.1109/SMC.2017.8122723].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11589/228739
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