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Evaluating LIPTracker System in a Classroom Setting

delete2026-01-01
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PRE
AI
R
Ramos, Agostinho
G
Goncalves, Celestino
S
Silveira, Clara *
DOI：10.1007/978-3-032-12885-0_43delete
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摘要

摘要

En 中文
本文在课堂环境中对LIPTracker系统进行了全面评估。LIPTracker是一种专为室内环境设计的人体存在追踪系统。通过利用连接到共享接入点的设备并分析RSSI信号强度，LIPTracker能够检测学生的存在并监控其教室内的实时位置。本版本的LIPTracker系统采用基于出口点接近检测的三角测量方法，该方法通过使用三个作为参考点的接入点来检测靠近出口的设备。这些接入点位于目标区域的已知位置。通过在真实课堂环境中收集的数据，本文评估了LIPTracker的准确性。应用卡尔曼滤波器有助于提高定位精度并减少失真信号，最终使检测率达到约95%。此外，还讨论了技术挑战和潜在改进。
Keyword:
Tracking human presence
Indoor environments
Ubiquitous Computing
Kalman filter
Device detection

期刊

P
PROCEEDINGS OF 19TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES, CISTI
IF:
0
论文数:
175
被引数:
0

机构

I
instituto politecnico da guarda
学者数:
134
论文数: 114
被引数: 0
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