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- Title
Multi-node cooperation based robust visible light intelligent positioning.
- Authors
LIU Sicong; SU Danping; WEI Tiankuo; WANG Xianyao
- Abstract
Visible light communication is expected to be one of the key alternative technologies for 6G with the advantages of abundant spectrum resources, less susceptibility to electromagnetic pollution and green safety, which also provides a new idea for high-precision indoor positioning. However, the positioning accuracy can be significantly degraded in the harsh indoor environment where LED that can be used as an anchor is insufficient or severely blocked. Therefore, a robust visible light intelligent positioning method based on multi-node cooperation was investigated. Considering the non-line-of-sight propagation of visible light and the dynamic change of user terminal orientation, a cooperative localization mechanism between user terminals was established to obtain mutual information gain and a convolutional-recurrent neural network was designed, and the theoretical analysis of cooperative localization accuracy performance was carried out. Simulation results show that the introduction of the cooperative localization mechanism can effectively improve positioning performance under harsh conditions.
- Publication
Telecommunications Science, 2023, Vol 39, Issue 5, p28
- ISSN
1000-0801
- Publication type
Article
- DOI
10.11959/j.issn.1000-0801.2023103