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On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,878 papers · 148 categories

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1 result for “LoRaWAN”
A Reproducible Comparison of RSSI Fingerprinting Localization Methods Using LoRaWANcs.LG

Study compares LoRaWAN RSSI methods for indoor device localization.

problem Improving accuracy of indoor device location estimation using LoRaWAN.
method Compared k Nearest Neighbours, Extra Trees, and Multilayer Perceptron neural networks.
result Neural network approach achieved highest accuracy with mean error 358 meters and median error 204 meters.
LoRaWANRSSILocalizationMachine LearningNeural Networks
2019-08-14abs ↗pdf ↗