FedPos: A Federated Transfer Learning Framework for CSI-Based Wi-Fi Indoor Positioning-Reference-Cited by-同舟云学术

FedPos: A Federated Transfer Learning Framework for CSI-Based Wi-Fi Indoor Positioning

Published:2023-09 Issue:3 Volume:17 Page:4579-4590
ISSN:1932-8184
Container-title:IEEE Systems Journal
language:
Short-container-title:IEEE Systems Journal

Author:

Guo Jingtao¹^ORCID,Ho Ivan Wang-Hei¹^ORCID,Hou Yun²,Li Zijian³^ORCID

Affiliation:

1. Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Hong Kong

2. Department of Computing, Hang Seng University of Hong Kong, Hong Kong

3. Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong

Funder

Key-Area Research and Development Program of Guangdong Province

Hong Kong Polytechnic University

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Control and Systems Engineering,Computer Networks and Communications,Computer Science Applications,Information Systems

Link

http://xplorestaging.ieee.org/ielx7/4267003/10235272/10005038.pdf?arnumber=10005038

Reference39 articles.

1. CSI-based Fingerprinting for Indoor Localization: A Deep Learning Approach

2. Decimeter Level Indoor Localisation with a Single WiFi Router using CSI Fingerprinting

3. CSI-MIMO: Indoor Wi-Fi fingerprinting system

4. Communication-efficient learning of deep networks from decentralized data;mcmahan;Proc 20th Int Conf Artif Intell Statist,0

5. BiLoc: Bi-Modal Deep Learning for Indoor Localization With Commodity 5GHz WiFi

Cited by 12 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. The State of the Art of Deep Learning-Based Wi-Fi Indoor Positioning: A Review;IEEE Sensors Journal;2024-09-01

2. Hybrid Sensing for Fatigue Detection Using Wearables and RF;IEEE Sensors Journal;2024-07-15

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

4. A Three-Level Federated Learning Framework for CSI Fingerprint Based Indoor Localization in Multiple Servers Environment;IEEE Communications Letters;2024-04

5. Multi-Level Split Federated Learning for Large-Scale AIoT System Based on Smart Cities;Future Internet;2024-02-28