The Path Inference Filter: Model-Based Low-Latency Map Matching of Probe Vehicle Data
نویسندگان
چکیده
منابع مشابه
Path and travel time inference from GPS probe vehicle data
We consider the problem of estimating real-time traffic conditions from sparse, noisy GPS probe vehicle data. We specifically address arterial roads, which are also known as the secondary road network (highways are considered the primary road network). We consider several estimation problems: historical traffic patterns, real-time traffic conditions, and forecasting future traffic conditions. W...
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Dynamic Freeway Travel Time Prediction Using Probe Vehicle Data: Link-based vs. Path-based
Short-term travel time prediction is very important to the real time travelers’ information and route guidance system. Various methodologies have been developed for dynamic travel time prediction. However, most of the existing studies presume that path travel time is the simple addition of travel times on the consisting links. Through simulation, it is shown that, under recurrent traffic condit...
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ژورنال
عنوان ژورنال: IEEE Transactions on Intelligent Transportation Systems
سال: 2014
ISSN: 1524-9050,1558-0016
DOI: 10.1109/tits.2013.2282352