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Communication Dans Un Congrès Année : 2018

Distributed collaborative reasoning for HAR in smart homes

Résumé

Distributed Human Activity Recognition (D-HAR) is an active research issue for pervasive computing that aims to identify human activities in smart homes. This paper proposes a fully distributed multi-agent reasoning approach where agents, with diverse classifiers, observe sensor data, make local predictions and collaborate to identify current activities. Experimental tests on Aruba dataset indicate an enhancement in terms of accuracy and F-measure metrics compared either to a centralized approach or a distributed approach from the literature
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Dates et versions

hal-01864610 , version 1 (30-08-2018)

Identifiants

  • HAL Id : hal-01864610 , version 1

Citer

Amina Jarraya, Amel Bouzeghoub, Amel Borgi, Khedija Arour. Distributed collaborative reasoning for HAR in smart homes. AAMAS 2018 : 17th International Conference on Autonomous Agents and MultiAgent Systems, Jul 2018, Stockholm, Sweden. pp.1971 - 1973. ⟨hal-01864610⟩
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