A Novel Real-Time Deep Learning Approach for Indoor Localization Based on RF Environment Identification

Z. Chen,M. I. AlHajri,M. Wu,N. T. Ali,R. M. Shubair

IEEE Sensors Letters（2020）

引用 17|浏览17

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摘要

Internet-of-Things (IoT) applications often require the use of sensor-based indoor tracking and positioning, for which the performance is significantly enhanced by identifying the type of the surrounding indoor environment. This letter develops a highly accurate and computationally efficient method for indoor localization based on a novel two-stage deep learning approach. In the first stage, a con...

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关键词

Sensor signals processing,CNN,deep learning,environment identification,IoT,indoor localization,real-time,RF,two-stage approach

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