Nonintrusive ultrasonic-based occupant identification for energy efficient smart building applications

Nacer Khalil,Driss Benhaddou,Omprakash Gnawali,Jaspal Subhlok

Applied Energy（2018）

引用 12|浏览12

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摘要

•A novel method to identify occupants by sensing their shape and movement.•This method is based on sensing height and width from ultrasonic ping sensors attached to the door.•The system enables to identify up to 20 people with a 95% accuracy.•The system does not require any training.

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关键词

Occupant identification,Sensor networks,Smart buildings,Clustering,Machine learning

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