Side-Information-Aided Preprocessing Scheme for Deep-Learning Classifier in Fingerprint-Based Indoor Positioning

Side-Information-Aided Preprocessing Scheme for Deep-Learning Classifier in Fingerprint-Based Indoor Positioning

Deep-learning classifiers can effectively improve the accuracy of fingerprint-based indoor positioning. During fingerprint database construction, all received signal strength indicators from each access point are combined without any distinction. Therefore, the database is created and utilised for d...

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Bibliographic Details
Main Authors: Yue Liu, Rashmi Sharan Sinha, Shu-Zhi Liu, Seung-Hoon Hwang
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Electronics
Subjects:
fingerprint-based indoor positioning
preprocessing
side information
dynamic environment
deep-learning classifier
Online Access:https://www.mdpi.com/2079-9292/9/6/982

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https://www.mdpi.com/2079-9292/9/6/982

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