A method, apparatus and computer program product are provided for predicting a split lane traffic pattern for a road segment. In this regard, first traffic data for an upstream road segment of the road segment is aggregated based on a distribution of speeds associated with location probe points representative of travel of vehicles along the road segment. Furthermore, second traffic data for a first downstream road segment of the road segment is aggregated based on the distribution of speeds associated with the location probe points for the vehicles. Third traffic data for a second downstream road segment of the road segment is also aggregated based on the distribution of speeds associated with the location probe points for the vehicles. Additionally, a machine learning model that predicts a traffic pattern is trained based on the first traffic data, the second traffic data and the third traffic data.
METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR PREDICTING A SPLIT LANE TRAFFIC PATTERN
2022-06-23
Patent
Electronic Resource
English
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR DETERMINING A SPLIT LANE TRAFFIC PATTERN
European Patent Office | 2022
|Method, apparatus, and computer program product for determining lane level traffic information
European Patent Office | 2022
|Method, apparatus, and computer program product for determining lane level traffic information
European Patent Office | 2020
|METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR DETERMINING LANE LEVEL TRAFFIC INFORMATION
European Patent Office | 2020
|METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR DETERMINING LANE LEVEL TRAFFIC INFORMATION
European Patent Office | 2020
|