A Federated Learning Framework for Fingerprinting-Based Indoor Localization in Multibuilding and Multifloor Environments

Author:

Gao Bo1ORCID,Yang Fan1,Cui Nan2,Xiong Ke1ORCID,Lu Yang1ORCID,Wang Yuwei3

Affiliation:

1. Engineering Research Center of Network Management Technology for High Speed Railway of Ministry of Education, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China

2. Tencent Technologies, Beijing, China

3. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

Funder

Fundamental Research Funds for the Central Universities

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Cited by 16 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. Scalable Fingerprint-Based Localization Framework for 3D Cell-Free Radio Access Networks;IEEE Communications Letters;2024-08

2. Model Self-Supervised Federated Learning for Heterogeneous Fingerprint Localization;IEEE Wireless Communications Letters;2024-08

3. Feature fusion federated learning for privacy-aware indoor localization;Peer-to-Peer Networking and Applications;2024-06-03

4. FGLNoRe: Federated Graph Learning on Non-IID RF Fingerprints for Building-Floor Positioning;2024 IEEE 14th International Conference on Electronics Information and Emergency Communication (ICEIEC);2024-05-24

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

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