A robust and accurate indoor localization system using deep auto-encoder combined with multi-feature fusion-Reference-Cited by-同舟云学术

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A robust and accurate indoor localization system using deep auto-encoder combined with multi-feature fusion

Published:2020-08-03 Issue: Volume: Page:
ISSN:1868-5137
Container-title:Journal of Ambient Intelligence and Humanized Computing
language:en
Short-container-title:J Ambient Intell Human Comput

Author:

Wang Qinghu

Funder

Higher Education Science Research Project of Inner Mongolia Autonomous Region of China

Scientific Research Foundation of Inner Mongolia University for Nationalities

CERNET Innovation Project

The Science Research Project of Inner Mongolia University for the Nationalities

Publisher

Springer Science and Business Media LLC

Subject

General Computer Science

Link

https://link.springer.com/content/pdf/10.1007/s12652-020-02438-5.pdf

Reference47 articles.

1. Abusara A, Hassan MS, Ismail MH (2017) Reduced-complexity fingerprinting in WLAN-based indoor positioning. Telecommun Syst 65(3):407–417. https://doi.org/10.1007/s11235-016-0241-8

2. Brás L, Carvalho NB, Pinho P, Kulas L, Nyka K (2012) A review of antennas for indoor positioning systems. Int J Antennas Propag 2012:953269. https://doi.org/10.1155/2012/953269

3. Ciabattoni L, Foresi G, Monteriù A, Pepa L, Pagnotta DP, Spalazzi L, Verdini F (2019) Real time indoor localization integrating a model based pedestrian dead reckoning on smartphone and BLE beacons. J Ambient Intell Hum Comput 10(1):1–12. https://doi.org/10.1007/s12652-017-0579-0

4. Fang SH, Chang WH, Tsao Y, Shih HC, Wang C (2016) Channel state reconstruction using multilevel discrete wavelet transform for improved fingerprinting-based indoor localization. IEEE Sens J 16(21):7784–7791. https://doi.org/10.1109/JSEN.2016.2602840

5. Feng C, Au WSA, Valaee S, Tan Z (2011) Received-signal-strength-based indoor positioning using compressive sensing. IEEE Trans Mobile Comput 11(12):1983–1993. https://doi.org/10.1109/TMC.2011.216

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1. EA-CNN: A smart indoor 3D positioning scheme based on Wi-Fi fingerprinting and deep learning;Engineering Applications of Artificial Intelligence;2023-01

2. Affinity propagation clustering-aided two-label hierarchical extreme learning machine for Wi-Fi fingerprinting-based indoor positioning;Journal of Ambient Intelligence and Humanized Computing;2022-03-15

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