Accurate and efficient floor localization with scalable spiking graph neural networks

Accurate and efficient floor localization with scalable spiking graph neural networks

Abstract Floor localization is crucial for various applications such as emergency response and rescue, indoor positioning, and recommender systems. The existing floor localization systems have many drawbacks, like low accuracy, poor scalability, and high computational costs. In this paper, we first...

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Bibliographic Details
Main Authors: Fuqiang Gu, Fangming Guo, Fangwen Yu, Xianlei Long, Chao Chen, Kai Liu, Xuke Hu, Jianga Shang, Songtao Guo
Format: Article
Language:English
Published: SpringerOpen 2024-03-01
Series:Satellite Navigation
Subjects:
Indoor positioning
Deep learning
Floor localization
Spiking neural networks
Graph neural networks
Online Access:https://doi.org/10.1186/s43020-024-00127-8

Internet

https://doi.org/10.1186/s43020-024-00127-8

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