Near Real-time Occupancy Detection for Smart Building Emergency Management: A Prototype

被引:2
|
作者
Khoche, Sarthak [1 ]
Sasirekha, G. V. K. [1 ]
Bapat, Jyotsna [1 ]
Das, Debabrata [1 ]
机构
[1] Int Inst Informat Technol Bangalore IIIT B, Networking & Commun Res Lab, Bangalore, Karnataka, India
关键词
Wi-Fi localization; Occupancy detection; ELK Stack; Elasticsearch; Kibana; Logstash; Internet of Things (IoT)Analytics; Smart Building; Open source architecture;
D O I
10.1109/iSES50453.2020.00035
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Occupancy detection plays an important role in smart buildings from energy-comfort management as well as emergency management perspectives. Occupancy detection system in emergency situations needs to be more proactive, real-time with low latency and high accuracy as compared to that required for energy-comfort management. Such occupancy detection information can help first responders to plan the rescue operations better. In this paper, an open source architecture of a Wi-Fi localization-based occupancy detection system prototype for emergency management in smart buildings is presented. Design, implementation and testing procedures for this system are detailed. A simulator build for performance testing has been described. The results of the testing are discussed from its realtime performance and accuracy perspective.
引用
收藏
页码:115 / 120
页数:6
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