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Accuracy of a single position estimate for <italic>k</italic>NN-based fingerpri...
Perez-Navarro, Antoni; Montoliu, Raul; Sansano-Sansano, Emilio; Martinez-Garcia, Marina; Femenia, Ruben; Torres-Sospedra, JoaquínIndoor Positioning Systems usually consider the average positioning error over a set of evaluation samples, or a quartile of that value, as the global error. However, they do not provide a metric for the uncertainty for each individual position estimation. In this paper, we apply the error propagation theory to the kNN algorithm in Wi-Fi fingerprint-based indoor positioning. Our proposed method does not only re...
Date: 2023
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Origin: RepositóriUM - Universidade do Minho