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Abstract
Demand driven control of heating or cooling, has the potential to reduce the energy consumption of buildings to a significant portion. One of the main cornerstones of such a demand driven control is the accurate determination of occupancy in the building or subareas of the building. In recent years many different approaches, founded on various technologies and sensing principles have been used to establish an occupancy detection system. Especially in existing buildings, retrofitting such a system can be associated with high installation effort and cost. Furthermore, some technological approaches, mainly camera-based systems are inflicting concerns in regard to the privacy of the users. In this manuscript, we present and discuss an approach for a lighting fixture that performs person recognition and occupancy determination based on the technology of Visible Light Sensing. In our implemented system by solely capturing reflections of the visible light, caused by bypassing persons, the occupancy, the movement direction and the walking speed can be accurately determined. Based on comprehensive real world experiments we will show how our system, fully integrated into an off-the shelf luminaire, is able to operate in different scenarios and ambient light conditions and only requires minimal installation effort without causing any privacy concerns.
Original language | English |
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Title of host publication | 2023 46th ICT and Electronics Convention, MIPRO 2023 - Proceedings |
Editors | Dragan Cisic, Neven Vrcek, Marko Koricic, Vera Gradisnik, Karolj Skala, Zeljka Car, Marina Cicin-Sain, Snjezana Babic, Vlado Sruk, Dejan Skvorc, Alan Jovic, Stjepan Gros, Boris Vrdoljak, Edvard Tijan, Tihomir Katulic, Juraj Petrovic, Tihana Galinac Grbac, Lovro Bozicevic |
Publisher | ACM/IEEE |
Pages | 280-285 |
Number of pages | 6 |
ISBN (Electronic) | 9789532331042 |
ISBN (Print) | 978-1-6654-9420-5 |
DOIs | |
Publication status | Published - 26 May 2023 |
Event | 46th MIPRO ICT and Electronics Convention: MIPRO 2023 - Opatija, Croatia Duration: 22 May 2023 → 26 May 2023 |
Conference
Conference | 46th MIPRO ICT and Electronics Convention |
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Abbreviated title | MIPRO 2023 |
Country/Territory | Croatia |
City | Opatija |
Period | 22/05/23 → 26/05/23 |
Keywords
- Occupancy detection
- Photonic remote Sensing
- Visible Light Sensing
ASJC Scopus subject areas
- Information Systems and Management
- Artificial Intelligence
- Information Systems
- Instrumentation
- Human-Computer Interaction
- Computer Vision and Pattern Recognition
- Computer Networks and Communications
Fields of Expertise
- Information, Communication & Computing
- Advanced Materials Science
- Mobility & Production
Fingerprint
Dive into the research topics of 'Occupancy Determination by Backscattered Visible Light Sensing'. Together they form a unique fingerprint.Projects
- 1 Finished
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Vilipa - Visible light based Person and Group Detection in existing buildings
Leitgeb, E., Ivanov, H. D., Bekhrad, P., Pezzei, P., Liu, Y., Madane, K. G. & Weinzerl, B.
1/10/21 → 30/03/23
Project: Research project