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Pregled bibliografske jedinice broj: 832519

Activity Detection in Smart Home Environment


Skočir, Pavle; Krivić, Petar; Tomeljak, Matea; Kušek, Mario; Ježić, Gordan
Activity Detection in Smart Home Environment // Procedia Computer Science, 96 (2016), 672-681 doi:10.1016/j.procs.2016.08.249 (međunarodna recenzija, članak, znanstveni)


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Naslov
Activity Detection in Smart Home Environment

Autori
Skočir, Pavle ; Krivić, Petar ; Tomeljak, Matea ; Kušek, Mario ; Ježić, Gordan

Izvornik
Procedia Computer Science (1877-0509) 96 (2016); 672-681

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
event recognition ; activity detection ; data filtering ; Internet of Things

Sažetak
Detection of human activities is a set of techniques that can be used in wide range of applications, including smart homes and healthcare. In this paper we focus on activity detection in a smart home environment, more specifically on detecting entrances to a room and exits from a room in a home or office space. This information can be used in applications that control HVAC (heating, ventilation, and air conditioning) and lighting systems, or in Ambient Assisted Living (AAL) applications which monitor the people's wellbeing. In our approach we use data from two simple sensors, passive infrared sensor (PIR) which monitors presence and hall effect sensor which monitors whether the door is opened or closed. This installation is non-intrusive and quite simple because the sensor node to which sensors are connected is battery powered, and no additional work to ensure power supply needs to be performed. Two approaches for activity detection are proposed, first based on a sliding window, and the other based on artificial neural network (ANN). The algorithms are tested on a dataset collected in our laboratory environment.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo



POVEZANOST RADA


Projekti:
HRZZ-UIP-2013-11-8813 - Upravljanje povjerenjem i koordinacija interakcija u pametnim mrežama ljudi, strojeva i organizacija (SmartPMONetworks) (Podobnik, Vedran, HRZZ - 2013-11) ( POIROT)
HRZZ-IP-2013-11-8065 - Komunikacije usmjerene čovjeku u pametnim mrežama (HUTS) (Matijašević, Maja, HRZZ - 2013-11) ( POIROT)

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Gordan Ježić (autor)

Avatar Url Mario Kušek (autor)

Avatar Url Petar Krivić (autor)

Avatar Url Pavle Skočir (autor)

Poveznice na cjeloviti tekst rada:

doi www.sciencedirect.com www.sciencedirect.com

Citiraj ovu publikaciju:

Skočir, Pavle; Krivić, Petar; Tomeljak, Matea; Kušek, Mario; Ježić, Gordan
Activity Detection in Smart Home Environment // Procedia Computer Science, 96 (2016), 672-681 doi:10.1016/j.procs.2016.08.249 (međunarodna recenzija, članak, znanstveni)
Skočir, P., Krivić, P., Tomeljak, M., Kušek, M. & Ježić, G. (2016) Activity Detection in Smart Home Environment. Procedia Computer Science, 96, 672-681 doi:10.1016/j.procs.2016.08.249.
@article{article, author = {Sko\v{c}ir, Pavle and Krivi\'{c}, Petar and Tomeljak, Matea and Ku\v{s}ek, Mario and Je\v{z}i\'{c}, Gordan}, year = {2016}, pages = {672-681}, DOI = {10.1016/j.procs.2016.08.249}, keywords = {event recognition, activity detection, data filtering, Internet of Things}, journal = {Procedia Computer Science}, doi = {10.1016/j.procs.2016.08.249}, volume = {96}, issn = {1877-0509}, title = {Activity Detection in Smart Home Environment}, keyword = {event recognition, activity detection, data filtering, Internet of Things} }
@article{article, author = {Sko\v{c}ir, Pavle and Krivi\'{c}, Petar and Tomeljak, Matea and Ku\v{s}ek, Mario and Je\v{z}i\'{c}, Gordan}, year = {2016}, pages = {672-681}, DOI = {10.1016/j.procs.2016.08.249}, keywords = {event recognition, activity detection, data filtering, Internet of Things}, journal = {Procedia Computer Science}, doi = {10.1016/j.procs.2016.08.249}, volume = {96}, issn = {1877-0509}, title = {Activity Detection in Smart Home Environment}, keyword = {event recognition, activity detection, data filtering, Internet of Things} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • SCI-EXP, SSCI i/ili A&HCI


Citati:





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