Determining the Exact Indoor Location of a Person Using the Channel State Information from the Wi-Fi Router
The work is devoted to the development of a method for determining the exact location of a person indoor using channel state information received from a Wi-Fi router. The method proposed in this paper is based on processing the phase and amplitude values obtained from the router's service packets by a fully connected neural network. To conduct the experiments, measurements were made with the participation of four people of different genders and physiques, as a result of which more than 500 thousand values of phases and amplitudes were obtained. During the experiments, an accuracy of over 90% was obtained.
Authors
- Alexandr Astafiev (ORCID: https://orcid.org/0000-0002-9095-5788)
- Lyubov Karpycheva
- Alexey Erofeev
Institutions
- Vladimir State University (RU)
Publication Details
- Published
- 2025-03-24
- DOI
- https://doi.org/10.1109/smartindustrycon65166.2025.10986233
- Primary Topic
- Advanced Computational Techniques in Science and Engineering
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Russian Science Foundation