We evaluated the proposed method on 14 independent publicly-available datasets. As a result, an average of 14% of fingerprints were removed from the datasets.
Sep 12, 2024 · In this paper, we offer a novel and straightforward data cleansing algorithm for WLAN fingerprinting radio maps. This algorithm is based on the ...
The cleansing method calculates the similarity of each sample to the rest of the database based on the detected APs and their signal strength levels and removes ...
In this paper, we offer a novel and straightforward data cleansing algorithm for WLAN fingerprinting radio maps. This algorithm is based on the correlation ...
In this paper, we offer a novel and straightforward data cleansing algorithm for WLAN fingerprinting radio maps.
A novel and straightforward data cleansing algorithm for WLAN fingerprinting radio maps based on the correlation among fingerprints using the Received ...
In this paper, we offer a novel and straightforward data cleansing algorithm for WLAN fingerprinting radio maps. This algorithm is based on the correlation ...
Mar 24, 2022 · This package contains all the software used to run the experiments in the paper cited below. Please, if you want to use this software, ...
People also ask
What is the fingerprinting method of indoor positioning?
It is the purpose of this paper to present a new openly available Wi-Fi fingerprint dataset, comprised of 4648 fingerprints collected with 21 devices in a ...
Download scientific diagram | Wi-Fi Fingerprinting Technique. from publication: Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets ...
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