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Control theory / Mathematical sciences / Splines / Signal processing / Linear filters / Kalman filter / Traffic flow / Data assimilation / Cubic Hermite spline / Statistics / Interpolation / Applied mathematics


Traffic State Estimation from Aggregated Measurements with Signal Reconstruction Techniques Vladimir Coric, Nemanja Djuric, and Slobodan Vucetic from measurements with the Kalman filter (KF) algorithm and its extension
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Document Date: 2013-03-26 23:15:23


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File Size: 1,51 MB

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City

Annecy / Secaucus / Cancun / New York / Paris / Philadelphia / Washington / D.C. / Blosseville / IEEE / Los Angeles / Macroscopic Model / /

Company

IBM / Cambridge University Press / Matlab Software / covariance Rt. / /

Country

Mexico / France / United Kingdom / /

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Facility

Wachman Hall / Temple University / Freeway Traffic Estimation / Highway Traffic State Estimation Using Improved Mixture Kalman Filters / Hollywood Freeway / Highway Traffic Estimation Using GPS Enabled Mobile Devices / /

IndustryTerm

Online Traffic State Estimation / transportation / traveler information systems / delay algorithm / signal processing / intelligent transportation systems / traffic state estimation algorithm / transportation research community / real-time traffic control / traffic network / transportation departments / Online Multiclass Freeway Network Estimation / state estimation algorithms / real-time freeway traffic network surveillance tool / operations management / closed-form solution / few more signal reconstruction algorithms / traffic state estimation algorithms / /

Organization

Cambridge University / Department of Computer and Information Sciences / Royal Society of London / National Science Foundation / American Statistical Association / Traffic Flow Theory and Characteristics Committee / Temple University / Vol. / Transportation Research Board / U.S. Department of Transportation / Transportation Research Board of the National Academies / /

Person

Techniques Vladimir Coric / Nemanja Djuric / Slobodan Vucetic / /

Position

Corresponding author / measurement noise variance Rt / representative / /

ProvinceOrState

New Jersey / Hawaii / New York / Pennsylvania / California / /

PublishedMedium

Physica A / Proceedings of the Royal Society / Journal of the American Statistical Association / /

Technology

existing state estimation algorithms / GPS / existing traffic state estimation algorithms / foregoing algorithm / signal reconstruction algorithms / traffic state estimation algorithm / Mobile Devices / foregoing one-interval delay algorithm / EnKF algorithm / Simulation / /

URL

http /

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