Random Forest and XGBoost Based Fingerprinting Using MMSE: An Approach to Data-Centric AI to Enhance Indoor Wi-Fi Localization Systems.
Mariame NiangPhilippe CanaldaFrançois SpiesMassa NdongIbra DioumIdy DiopMohamed A. El GhanyPublished in: IPIN-WiP (2022)
Keyphrases
- random forest
- data centric
- wifi
- mobile devices
- intelligent systems
- artificial intelligence
- expert systems
- distributed systems
- end to end
- decision trees
- wireless networks
- ensemble methods
- feature set
- information management
- smart phones
- machine learning
- data management
- context aware
- benchmark datasets
- location information
- wireless communication