Using Temporal Logic and Model Checking in Automated Recognition of Human Activities for Ambient-Assisted Living (Articolo in rivista)

Type

• Prodotto della ricerca (Classe)
• Articolo in rivista (Classe)

Label

• Using Temporal Logic and Model Checking in Automated Recognition of Human Activities for Ambient-Assisted Living (Articolo in rivista) (literal)

Anno

• 2013-01-01T00:00:00+01:00 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi

• 10.1109/TSMC.2013.2283661 (literal)

Alternative label

• Magherini T., Fantechi A., Nugent C., Vicario E. (2013)
  Using Temporal Logic and Model Checking in Automated Recognition of Human Activities for Ambient-Assisted Living
  in IEEE Transactions on Systems Man and Cybernetics Part C-Applications and Reviews
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Magherini T., Fantechi A., Nugent C., Vicario E. (literal)

Pagina inizio

• 509 (literal)

Pagina fine

• 521 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url

• http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6670821 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume

• 43 (literal)

Rivista

• IEEE Transactions on Systems Man and Cybernetics Part C-Applications and Reviews (Rivista)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali

• 13 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo

• 6 (literal)

Note

• ISI Web of Science (WOS) (literal)
• Scopu (literal)
• PuMa (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• Department of Information Engineering, University of Florence, Italy; Department of Information Engineering, University of Florence, Italy - CNR-ISTI, Pisa, Italy; University of Ulster, Ireland; Department of Information Engineering, University of Florence, Italy (literal)

Titolo

• Using Temporal Logic and Model Checking in Automated Recognition of Human Activities for Ambient-Assisted Living (literal)

Abstract

• Automated monitoring and the recognition of activities of daily living (ADLs) is a key challenge in ambient-assisted living (AAL) for the assistance of the elderly. Within this context, a formal approach may provide a means to fill the gap between the low-level observations acquired by sensing devices and the high-level concepts that are required for the recognition of human activities. We describe a system named ARA (Automated Recognizer of ADLs) that exploits propositional temporal logic and model checking to support automated real-time recognition of ADLs within a smart environment. The logic is shown to be expressive enough for the specification of realistic patterns of ADLs in terms of basic actions detected by a sensorized environment. The online model checking engine is shown to be capable of processing a stream of detected actions in real time. The effectiveness and viability of the approach are evaluated within the context of a smart kitchen, where different types of ADLs are repeatedly performed. (literal)

Prodotto di

• Metodi e Strumenti per la Progettazione di Sistemi Software-Intensive ad Elevata Complessità (ICT.P09.008.002) (Modulo)
• Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\" (ISTI) (Istituto)

Autore CNR

• ALESSANDRO FANTECHI (Persona)

Insieme di parole chiave

• Keywords of "Using Temporal Logic and Model Checking in Automated Recognition of Human Activities for Ambient-Assisted Living" (Insieme di parole chiave)

Incoming links:

Prodotto

• Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\" (ISTI) (Istituto)
• Metodi e Strumenti per la Progettazione di Sistemi Software-Intensive ad Elevata Complessità (ICT.P09.008.002) (Modulo)

Autore CNR di

• ALESSANDRO FANTECHI (Persona)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi

• IEEE Transactions on Systems Man and Cybernetics Part C-Applications and Reviews (Rivista)

Insieme di parole chiave di

• Keywords of "Using Temporal Logic and Model Checking in Automated Recognition of Human Activities for Ambient-Assisted Living" (Insieme di parole chiave)