Transmitter source location estimation using crowd data

Localization Performance for eNodeBs using Solitary and Fused RSS-Modeling Approaches

“…No single method is found to consistently outperform the others, and a supervised machine learning approach, called Adaptive Algorithm Selection is proposed to select the method that is most likely to provide the best result for a specific cell. A supervised machine learning approach is also utilized in [9], which employs a Multi Layer Perceptron neural network to directly locate GSM base stations through measurements collected with a smartphone app in a small urban area of Istanbul.…”