On the public Antwerp LoRaWAN fingerprinting dataset, a tuned multilayer perceptron outperformed k-nearest neighbors and Extra Trees, reaching 358 m mean and 204 m median test error.
Experimen- tal performance evaluation of outdoor tdoa and rss positioning in a public lora network,
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A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWAN
On the public Antwerp LoRaWAN fingerprinting dataset, a tuned multilayer perceptron outperformed k-nearest neighbors and Extra Trees, reaching 358 m mean and 204 m median test error.