Methods, systems, and apparatus, including computer programs encoded on computer storage media, for predicting traffic patterns. One of the methods includes receiving a velocity distribution for a road segment, wherein the velocity distribution includes, for each velocity interval, a count of how many velocity observations have a velocity measurement within the velocity interval, wherein each velocity observation has one or more features describing conditions under which the velocity observation was made. A mixture model having K component distributions is generated for the velocity distribution. A decision tree is generated from the K component distributions and a rule is generated from a particular leaf of the decision tree, wherein the rule maps one or more features for the road segment to one of the K component distributions according to a path from the root of the decision tree to the particular leaf.
Predicting traffic patterns
2016-08-23
Patent
Elektronische Ressource
Englisch
SYSTEMS AND METHODS FOR PREDICTING TRAFFIC PATTERNS IN AN AUTONOMOUS VEHICLE
Europäisches Patentamt | 2018
|Predicting traffic emissions and managing traffic
British Library Conference Proceedings | 1995
|TIBKAT | 1976
|Europäisches Patentamt | 2023
|Europäisches Patentamt | 2019
|