A Hybrid CNN-LSTM-Based Approach for Pedestrian Dead Reckoning Using Multi-Sensor-Equipped Backpack

A Hybrid CNN-LSTM-Based Approach for Pedestrian Dead Reckoning Using Multi-Sensor-Equipped Backpack

Researchers in academics and companies working on location-based services (LBS) are paying close attention to indoor localization based on pedestrian dead reckoning (PDR) because of its infrastructure-free localization method. PDR is the fundamental localization technique that utilize human motion t...

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Bibliographic Details
Main Authors: Feyissa Woyano, Sangjoon Park, Vladimirov Blagovest Iordanov, Soyeon Lee
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Electronics
Subjects:
inertial sensor
deep learning
pedestrian dead reckoning
CNN
multi-sensor-backpack
LSTM
Online Access:https://www.mdpi.com/2079-9292/12/13/2957

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