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Authors: Abdelraouf Ouadjaout ; Noureddine Lasla ; Djamel Djenouri and Cherif Zizoua

Affiliation: CERIST Research Center, Algeria

ISBN: 978-989-758-169-4

ISSN: 2184-4380

Keyword(s): Wireless Sensor Networks, Building Energy Management Systems, Occupancy Detection, PIR Sensors.

Related Ontology Subjects/Areas/Topics: Applications and Uses ; Energy Efficiency ; Energy Efficiency and Green Manufacturing ; Environment Monitoring ; Home Monitoring and Assisted Living Applications ; Industrial Engineering ; Informatics in Control, Automation and Robotics ; Multimedia ; Multimedia Signal Processing ; Obstacles ; Remote Sensing ; Sensor Networks ; Smart Grids and Energy Control Systems ; Telecommunications

Abstract: Sensing-holes in PIR-based motion detection systems are considered, and their impact on occupancy monitoring applications is investigated. To our knowledge, none of prior works on PIR-based systems consider the presence of these holes, which represents the major cause for low precision of such systems in environments featured with very low mobility of occupants, such as working offices. We consider optimal placement of PIRs that ensures maximum coverage in presence of holes. The problem is formulated as a mixed integer linear programming optimization problem (MILP). Based on this formulation, an experimental study on a typical working office has been carried out. The empirical results quantify the effects of the holes on the detection accuracy and demonstrate the enhancement provided by the optimal deployment of the solution.

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Paper citation in several formats:
Ouadjaout, A.; Lasla, N.; Djenouri, D. and Zizoua, C. (2016). On the Effect of Sensing-holes in PIR-based Occupancy Detection Systems.In Proceedings of the 5th International Confererence on Sensor Networks - Volume 1: SENSORNETS, ISBN 978-989-758-169-4, ISSN 2184-4380, pages 175-180. DOI: 10.5220/0005805901750180

@conference{sensornets16,
author={Abdelraouf Ouadjaout. and Noureddine Lasla. and Djamel Djenouri. and Cherif Zizoua.},
title={On the Effect of Sensing-holes in PIR-based Occupancy Detection Systems},
booktitle={Proceedings of the 5th International Confererence on Sensor Networks - Volume 1: SENSORNETS,},
year={2016},
pages={175-180},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005805901750180},
isbn={978-989-758-169-4},
}

TY - CONF

JO - Proceedings of the 5th International Confererence on Sensor Networks - Volume 1: SENSORNETS,
TI - On the Effect of Sensing-holes in PIR-based Occupancy Detection Systems
SN - 978-989-758-169-4
AU - Ouadjaout, A.
AU - Lasla, N.
AU - Djenouri, D.
AU - Zizoua, C.
PY - 2016
SP - 175
EP - 180
DO - 10.5220/0005805901750180

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