Gottschämmer, Patrick ; Große-Puppendahl, Tobias ; Kuijper, Arjan (2015)
User Location Modeling Based on Heterogeneous Data Sources.
Distributed, Ambient, and Pervasive Interactions.
doi: 10.1007/978-3-319-20804-6_43
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
Over the past decade, interest in home automation systems constantly grew. This yields especially for daily life - considering the connection of intelligent everyday devices through the Internet of Things. To allow automatic actions on these devices, user localization systems have become a major input modality for smart home systems. The location of a user (or rather a subject) can be determined by different localization techniques, such as sensitive floor systems, discrete activity sensors like light switches or RSSI-based WLAN/Bluetooth beacons (e.g. smartphones). These heterogeneous data sources provide various means of user location certainty, the ability to identify a user or the ability to recognize multiple subjects in the same location. In order to achieve a higher grade of accuracy, multiple data sources can be combined by location fusioning algorithms. However, to allow the integration of such algorithms on a hardware independent basis, a common user location model is needed, which can represent all important aspects of these localization techniques. This paper investigates the concepts of existing user localization systems and develops a new model to represent the location of subjects based on already existing location models. An implementation is provided based on Eclipse SmartHome, an open-source building automation framework.
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2015 |
| Autor(en): | Gottschämmer, Patrick ; Große-Puppendahl, Tobias ; Kuijper, Arjan |
| Art des Eintrags: | Bibliographie |
| Titel: | User Location Modeling Based on Heterogeneous Data Sources |
| Sprache: | Englisch |
| Publikationsjahr: | 2015 |
| Verlag: | Springer International Publishing |
| Reihe: | Lecture Notes in Computer Science (LNCS); 9189 |
| Veranstaltungstitel: | Distributed, Ambient, and Pervasive Interactions |
| DOI: | 10.1007/978-3-319-20804-6_43 |
| Kurzbeschreibung (Abstract): | Over the past decade, interest in home automation systems constantly grew. This yields especially for daily life - considering the connection of intelligent everyday devices through the Internet of Things. To allow automatic actions on these devices, user localization systems have become a major input modality for smart home systems. The location of a user (or rather a subject) can be determined by different localization techniques, such as sensitive floor systems, discrete activity sensors like light switches or RSSI-based WLAN/Bluetooth beacons (e.g. smartphones). These heterogeneous data sources provide various means of user location certainty, the ability to identify a user or the ability to recognize multiple subjects in the same location. In order to achieve a higher grade of accuracy, multiple data sources can be combined by location fusioning algorithms. However, to allow the integration of such algorithms on a hardware independent basis, a common user location model is needed, which can represent all important aspects of these localization techniques. This paper investigates the concepts of existing user localization systems and develops a new model to represent the location of subjects based on already existing location models. An implementation is provided based on Eclipse SmartHome, an open-source building automation framework. |
| Freie Schlagworte: | Business Field: Digital society, Research Area: Human computer interaction (HCI), Research Area: Modeling (MOD), Indoor localization systems, Location-based services (LBS), Heterogeneous environments |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Graphisch-Interaktive Systeme |
| Hinterlegungsdatum: | 08 Mai 2019 07:54 |
| Letzte Änderung: | 08 Mai 2019 07:54 |
| PPN: | |
| Export: | |
| Suche nach Titel in: | TUfind oder in Google |
 |
Frage zum Eintrag |
Optionen (nur für Redakteure)
 |
Redaktionelle Details anzeigen |
Drucken
Impressum