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author:

Zou, Han (Zou, Han.) [1] | Jiang, Hao (Jiang, Hao.) [2] (Scholars:江灏) | Yang, Jianfei (Yang, Jianfei.) [3] | Xie, Lihua (Xie, Lihua.) [4] | Spanos, Costas J. (Spanos, Costas J..) [5]

Indexed by:

EI Scopus SCIE

Abstract:

Buildings accounted for half of global electricity consumption in recent years. Accurate occupancy information could improve the energy efficiency and reduce the energy consumption in built environments. Although prior studies have explored various sensing techniques for occupancy sensing, these solutions still suffer from serious drawbacks, e.g. their estimated occupancy information is coarse, extra infrastructure is required, and the privacy of occupants is exposed. In this paper, we present the design and implementation of a novel and practical occupancy sensing system, WinOSS, which is able to provide fine-grained occupancy information thoroughly by leveraging existing commodity WiFi infrastructure along with the WiFi-enabled mobile devices carried by occupants. We have implemented WinOSS in a 1500 m(2) built environment for four weeks to validate its performance. Extensive experimental results demonstrate that WinOSS outperforms existing occupancy sensing techniques, and provides comprehensive fine-grained occupancy information (including occupancy detection, counting and tracking) in an accurate, reliable, cost-effective and non-intrusive manner. (C) 2017 Elsevier B.V. All rights reserved.

Keyword:

Energy efficiency Occupancy sensing WiFi

Community:

  • [ 1 ] [Zou, Han]Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
  • [ 2 ] [Spanos, Costas J.]Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
  • [ 3 ] [Jiang, Hao]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Fujian, Peoples R China
  • [ 4 ] [Yang, Jianfei]Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
  • [ 5 ] [Xie, Lihua]Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore

Reprint 's Address:

  • 江灏

    [Jiang, Hao]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Fujian, Peoples R China

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Source :

ENERGY AND BUILDINGS

ISSN: 0378-7788

Year: 2017

Volume: 154

Page: 633-643

4 . 4 5 7

JCR@2017

6 . 6 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:177

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 82

SCOPUS Cited Count: 97

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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