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Journal of Information and Telecommunication Volume 6, 2022 - Issue 2
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A survey of deep learning approaches for WiFi-based indoor positioning

Xu Fenga School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UKCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-2181-6220View further author information
ORCID Icon,
Khuong An Nguyena School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UKORCID Iconhttps://orcid.org/0000-0001-6198-9295View further author information
ORCID Icon &
Zhiyuan Luob Department of Computer Science, Royal Holloway University of London, Surrey, UKORCID Iconhttps://orcid.org/0000-0002-3336-3751View further author information
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Pages 163-216 | Received 11 Jun 2021, Accepted 25 Aug 2021, Published online: 20 Sep 2021

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Read on this site (2)

Lam-Thanh Tu, Tan N. Nguyen, Phuong T. Tran, Tran Trung Duy & Quang-Sang Nguyen. (2023) Performance statistics of broadcasting networks with receiver diversity and Fountain codes. Journal of Information and Telecommunication 7:4, pages 477-493.
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Xu Feng, Khuong an Nguyen & Zhiyuan Luo. (2023) WiFi round-trip time (RTT) fingerprinting: an analysis of the properties and the performance in non-line-of-sight environments. Journal of Location Based Services 0:0, pages 1-33.
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Articles from other publishers (7)

Preeti Yadav & Subhash Chandra Sharma. (2022) A Systematic Review of Localization in WSN: Machine Learning and Optimization‐Based approaches. International Journal of Communication Systems 36:4.
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Bharath Kumar Swargam, Ram Narayan Yadav & Manish Chaturvedi. (2023) Two Level Wi-Fi Fingerprinting based Indoor Localization using Machine Learning. Two Level Wi-Fi Fingerprinting based Indoor Localization using Machine Learning.
Jinghong Yang, Lihui Feng, Pinjing He, Wei Chen, Aiying Yang & Jihua Lu. (2022) A High-Precision Indoor Positioning Scheme Based on Feature Code and Lighting Device. IEEE Systems Journal 16:4, pages 6717-6726.
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Runlong Ouyang, Xiye Guo, Jun Yang, Kai Liu, Zhiiun Meng, Xiaoyu Li, Guokai Chen & Suyang Liu. (2022) Deep-Learning-Based Localization Approach with Pseudorange for Pseudolite Systems. Deep-Learning-Based Localization Approach with Pseudorange for Pseudolite Systems.
Rong Zhou, Fengying Meng, Jing Zhou & Jing Teng. (2022) A Wi-Fi Indoor Positioning Method Based on an Integration of EMDT and WKNN. Sensors 22:14, pages 5411.
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Yongjie Lin, Qihang Li, Duanya Lyu & Xiaofei Wang. (2022) A Review of Wi-Fi-Based Traffic Detection Technology in the Field of Intelligent Transportation Systems. Buildings 12:4, pages 428.
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Jingxue Bi, Hongji Cao, Yunjia Wang, Guoqiang Zheng, Keqiang Liu, Na Cheng & Meiqi Zhao. (2022) DBSCAN and TD Integrated Wi-Fi Positioning Algorithm. Remote Sensing 14:2, pages 297.
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