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The Matlab scripts for five positioning algorithms regarding UWB localization. The five algorithms are Extended Kalman Filter (EKF), Unscented Kalman Filter (UKF), Taylor Series-based location estimation, Trilateration, and Multilateration methods.
This repo demonstrates the tracking scenario for UWB Localization in ROS using the Decawave's TREK1000 (EVK1000 Evaluation Kits) and MDEK 1001 (DWM1001-DEV boards).
Industrial DBSCAN for Human-Process Interaction detection from indoor positioning data: a spatio-temporal clustering algorithm for manufacturing, logistics, job shops, warehouses, and reconfigurable production systems. Detect HPIs from UWB/RTLS trajectories, filter logistic activity, visualize clusters, and accelerate Industry 4.0 analytics.