K-Means-Based DNN Algorithm for a High Accuracy VLP System
Jianli Jin,
Shouwei Wang,
Lu Yang
et al.
Abstract:In this paper, a positioning algorithm based on the combination of K-means clustering and deep neural networks (DNNs) is first presented for multiple light emitting diodes (LEDs) integrated with visible light positioning (VLP) systems. We extracted the maximum value from the collected optical power of LEDs, utilizing the ratio of each optical power to this maximum optical power as the input training data. The experimental results demonstrate that the proposed algorithm outperformed the conventional DNN algorit… Show more
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