Systems and methods described herein are directed to predicting velocity and trajectory of a vehicle based on a route to be navigated for a vehicle, thereby estimating the vehicle drive cycle, for one or more segments of the route. The predicted velocity trajectory is determined from a machine learning function that takes into account historical information from vehicle routes traveled by other vehicles.
REAL-TIME VEHICLE STATE TRAJECTORY PREDICTION FOR VEHICLE ENERGY MANAGEMENT AND AUTONOMOUS DRIVE
20.12.2018
Patent
Elektronische Ressource
Englisch
IPC: | G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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