Bayesian-based Traffic State Estimation in Large-Scale Networks Using Big Data
Traffic state estimation (TSE) aims to estimate the time-varying traffic characteristics (such as flow rate, flow speed, flow density, and occurrence of incidents) of all roads in traffic networks, provided with limited observations in sparse time and locations. TSE is critical to transportation pla...
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| Format: | Others |
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Research Showcase @ CMU
2017
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| Online Access: | http://repository.cmu.edu/dissertations/800 http://repository.cmu.edu/cgi/viewcontent.cgi?article=1839&context=dissertations |