Browse Dept. of Civil and Environmental Engineering by Subject "Kalman filter"
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(2015-11-19)This dissertation is motivated by the practical problems of highway traffic estimation and incident detection using measurements from various sensor types. It proposes a framework to jointly estimate the traffic state and ...
(2018-01-18)This work is motivated by the need for scalable online estimation with provable performance in cyber-physical systems, especially in traffic monitoring applications. While model-based traffic estimation has achieved great ...