Indoor positioning fingerprint database construction based on CSA-DBSCAN and RCVAE-GAN
Lei Pan,
Hao Zhang,
Liyang Zhang
et al.
Abstract:Aiming to solve the problem of low-quality WiFi indoor positioning fingerprint inventory constructed by traditional methods, which affects positioning accuracy and incurs high costs, this paper proposes a method for indoor positioning fingerprint database construction based on CSA-DBSCAN and RCVAE-GAN. Collecting only a tiny amount of sparse reference point position coordinates and RSS data makes it possible to construct a high-quality WiFi indoor positioning fingerprint database. Firstly, the method utilizes … Show more
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