Hybrid Quantum Convolutional Neural Networks for UWB Signal Classification
Seon-Geun Jeong,
Quang-Vinh Do,
Hae-Ji Hwang
et al.
Abstract:With the increasing requirements for location-based services for Internet of things (IoT) applications, ultrawideband (UWB) technology provides accurate indoor positioning capabilities. However, indoor environments contain various obstacles leading to significant signal propagation effects. This results in errors in the time-of-arrival-based UWB positioning system. Specifically, a non-line-of-sight (NLOS) signal induces additional distance and position errors owing to the path delay compared to a line-ofsight … Show more
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