Multi-Floor Indoor Localization Scheme Using a Seq2Seq-Based Floor Detection and Particle Filter With Clustering

Multi-Floor Indoor Localization Scheme Using a Seq2Seq-Based Floor Detection and Particle Filter With Clustering

In this study, we present an infrastructure-independent multi-floor indoor localization scheme that uses a deep learning (DL)-based floor detection method and a particle filter with clustering. To implement localization with limited measurement data, we incorporate the user’s vertical mot...

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Bibliographic Details
Main Authors: Chenxiang Lin, Yoan Shin
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Smartphone
indoor
deep learning
Seq2Seq
barometer
multi-floor localization
Online Access:https://ieeexplore.ieee.org/document/10167659/

Internet

https://ieeexplore.ieee.org/document/10167659/

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