Print version: Tsanakas, Nikolaos Data-Driven Approaches for Traffic State and Emission Estimation Linkoping : Linkopings Universitet,c2021
Intro -- Abstract -- Popularvetenskaplig sammanfattning -- Acknowledgements -- Abbreviations -- Contents -- I Introduction and Overview -- Introduction -- Traffic Data and State Estimation -- Cross-Sectional Data -- Floating-Car Data -- Traffic State Estimation -- Traffic Assignment Modelling -- The Traffic Assignment Problem -- Formulation and Notations -- Route Choice -- Network Loading -- User-Equilibrium Assignment -- The Dynamic Case -- Formulation and Solution Approaches -- Dynamic Network Loading -- The OD Matrix Estimation Problem -- Formulation -- Solution Approaches -- Traffic-Related Emission Modelling -- Emissions from Road Traffic -- Emission Modelling -- Microscopic Emission Models -- Macroscopic Emission Models -- The Present Thesis -- Motivation and Objectives -- Research Methods -- Delimitations -- Contributions -- Summary of the Papers in the Thesis -- Future Research -- Bibliography -- II Papers -- Papers.