Two Level Wi-Fi Fingerprinting based Indoor Localization using Machine Learning

Author:

Swargam Bharath Kumar1ORCID,Yadav Ram Narayan1ORCID,Chaturvedi Manish1ORCID

Affiliation:

1. Electrical and Computer Science Engineering, Institute of Infrastructure Technology Research and Management, India

Funder

Science and Engineering Research Board

Publisher

ACM

Reference20 articles.

1. Indoor localization using K-nearest neighbor and artificial neural network back propagation algorithms

2. RSSI Fingerprinting-Based Localization Using Machine Learning in LoRa Networks

3. Junhang Bai , Yongliang Sun , Weixiao Meng , and Cheng Li. 2021. Wi-Fi fingerprint-based indoor mobile user localization using deep learning. Wireless Communications and Mobile Computing 2021 ( 2021 ). Junhang Bai, Yongliang Sun, Weixiao Meng, and Cheng Li. 2021. Wi-Fi fingerprint-based indoor mobile user localization using deep learning. Wireless Communications and Mobile Computing 2021 (2021).

4. Lars Buitinck , Gilles Louppe , Mathieu Blondel , Fabian Pedregosa , Andreas Mueller , Olivier Grisel , Vlad Niculae , Peter Prettenhofer , Alexandre Gramfort , Jaques Grobler , Robert Layton , Jake VanderPlas , Arnaud Joly , Brian Holt , and Gaël Varoquaux . 2013 . API design for machine learning software: experiences from the scikit-learn project . In ECML PKDD Workshop: Languages for Data Mining and Machine Learning. 108–122 . Lars Buitinck, Gilles Louppe, Mathieu Blondel, Fabian Pedregosa, Andreas Mueller, Olivier Grisel, Vlad Niculae, Peter Prettenhofer, Alexandre Gramfort, Jaques Grobler, Robert Layton, Jake VanderPlas, Arnaud Joly, Brian Holt, and Gaël Varoquaux. 2013. API design for machine learning software: experiences from the scikit-learn project. In ECML PKDD Workshop: Languages for Data Mining and Machine Learning. 108–122.

5. Xi Chen , Hang Li , Chenyi Zhou , Xue Liu , Di Wu , and Gregory Dudek . 2022 . Fidora: Robust WiFi-based Indoor Localization via Unsupervised Domain Adaptation . IEEE Internet of Things Journal( 2022). Xi Chen, Hang Li, Chenyi Zhou, Xue Liu, Di Wu, and Gregory Dudek. 2022. Fidora: Robust WiFi-based Indoor Localization via Unsupervised Domain Adaptation. IEEE Internet of Things Journal(2022).

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