Learning to Locate: Adaptive Fingerprint-Based Localization With Few-Shot Relation Learning in Dynamic Indoor Environments

Author:

Zhang Lingyan1ORCID,Wu Shaohua2ORCID,Zhang Tingting2ORCID,Zhang Qinyu2ORCID

Affiliation:

1. Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China

2. School of Electronics and Information Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China

Funder

National Natural Science Foundation of China

Young Elite Scientist Sponsorship Program by the China Association for Science and Technology

China Post-Doctoral Science Foundation

Shenzhen Science and Technology Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Electrical and Electronic Engineering,Computer Science Applications

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Enhancing Wi-Fi RSS-Based Indoor Positioning Under Dynamic AP Availability: Leveraging Virtual Feature Maps and Contrastive Learning;IEEE Sensors Journal;2024-09-01

2. Review of few-shot learning application in CSI human sensing;Artificial Intelligence Review;2024-07-05

3. RobLoc: Robust Wireless Localization With Dynamic Self-Adaptive Learning;IEEE Internet of Things Journal;2024-05-15

4. SiFi: Siamese Networks Based CSI Fingerprint Indoor Localization with WiFi;2024 IEEE Wireless Communications and Networking Conference (WCNC);2024-04-21

5. Survey of Deep Learning Applications in WiFi Localization;2024 IEEE 7th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC);2024-03-15

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