An Integrated Framework for Binary Sensor Placement and Inhabitants Location Tracking

被引:24
作者
Fanti, Maria Pia [1 ]
Faraut, Gregory [2 ]
Lesage, Jean-Jacques [2 ]
Roccotelli, Michele [1 ]
机构
[1] Polytech Bari, Dept Elect & Informat Engn, I-70126 Bari, Italy
[2] Univ Paris Saclay, Univ Paris Sud, ENS Cachan, LURPA, F-94235 Cachan, France
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2018年 / 48卷 / 01期
关键词
Ambient assisted living (AAL); binary sensors; integer linear programming (ILP); smart home; MANAGEMENT;
D O I
10.1109/TSMC.2016.2597699
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This correspondence paper deals with the sensor placement optimization problem in the context of indoor multiple inhabitants location tracking to solve ambient assisted living problems. Binary sensors, like passive infrared (PIR) sensors, are used to guaranty specific coverage requirements and allow privacy respecting. Moreover, within real home environments, different kinds of obstacles (like walls, high furniture, etc.) can affect the detection capacity of PIR sensors. This paper proposes an integrated framework devoted to optimize the placement of sensors and PIR sensors in smart homes by taking into account physical topologies and coverage precision constraints. An integer linear programming problem is formalized and a case study illustrates the applicability of the proposed approach and the scalability of the optimization method.
引用
收藏
页码:154 / 160
页数:7
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