A GNN-based indoor localization method using mobile RFID platform

Author:

Fu Yunxiang1,Xiong Xiong2,Liu Zheng3,Chen Xuhang4,Liu Yi3,Fu Zhe5

Affiliation:

1. The University of Hong Kong,Department of Statistics and Actuarial Science,Hong Kong,China

2. School of Information and Communication Engineering, Beijing University of Posts and Telecommunications,Beijing,China

3. Centre for Photonic Systems, Electrical Division,Department of Engineering University of Cambridge,Cambridge,U.K.

4. School of Instrumentation and Optoelectronic Engineering, Beihang University,Beijing,China

5. HNUK Consulting Ltd.,U.K.

Publisher

IEEE

Reference25 articles.

1. Indoor Positioning Algorithm Based on Parallel Multilayer Neural Network

2. Neural Message Passing for Quantum Chemistry;gilmer;International Conference on Machine Learning,0

3. Layer normalization;ba;NIPS 2016 Deep Learning Symposium,0

4. Design space for graph neural networks;you;Advances in Neural Information Processing Systems (NeurIPS 2020),2020

5. Adam: A method for stochastic optimization;kingma;International Conference on Learning Representations (ICLR),0

Cited by 3 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. Uncovering the Potential of Indoor Localization: Role of Deep and Transfer Learning;IEEE Access;2024

2. CSI Fingerprint and GCN Based Indoor Localization Using Graph Structures Fusion;2023 IEEE 23rd International Conference on Communication Technology (ICCT);2023-10-20

3. A CSI Amplitude-phase Information Based Graph Construction for GNN Localization;2023 International Conference on Computer, Information and Telecommunication Systems (CITS);2023-07-10

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