07118nam 2201801z- 450 991055734560332120220111(CKB)5400000000042434(oapen)https://directory.doabooks.org/handle/20.500.12854/76626(oapen)doab76626(EXLCZ)99540000000004243420202201d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierIntelligent Transportation Related Complex Systems and SensorsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 online resource (494 p.)3-0365-0848-1 3-0365-0849-X Building around innovative services related to different modes of transport and traffic management, intelligent transport systems (ITS) are being widely adopted worldwide to improve the efficiency and safety of the transportation system. They enable users to be better informed and make safer, more coordinated, and smarter decisions on the use of transport networks. Current ITSs are complex systems, made up of several components/sub-systems characterized by time-dependent interactions among themselves. Some examples of these transportation-related complex systems include: road traffic sensors, autonomous/automated cars, smart cities, smart sensors, virtual sensors, traffic control systems, smart roads, logistics systems, smart mobility systems, and many others that are emerging from niche areas. The efficient operation of these complex systems requires: i) efficient solutions to the issues of sensors/actuators used to capture and control the physical parameters of these systems, as well as the quality of data collected from these systems; ii) tackling complexities using simulations and analytical modelling techniques; and iii) applying optimization techniques to improve the performance of these systems. It includes twenty-four papers, which cover scientific concepts, frameworks, architectures and various other ideas on analytics, trends and applications of transportation-related data.Technology: general issuesbicsscabnormal road surfaceacceleration sensoradaptive feature extractoradvanced traveler information systems (ATIS)amplitude modulationartificial neural networksartificial potential fieldautomatic rail-surface-scratch recognition and computationautonomous vehiclebicycle sharing systemsBSS underlying networkcomplete closed mesh modelconnected vehiclescontrast enhancementconvolutional neural networkscrash risk modelingdark channel priordata visualizationdata-driven classification of tripsdecentralized controldeep neural networkdescriptive analyticsdriving emotionsdriving safetydriving simulator studiesdriving stressEKFexpectation maximizationfrequency modulationgame theoryGaussian background modelhazardous materialsheart ratehighway safetyhuman-likehyper parameter optimizationimage dehazingin-cylinder pressure identificationintelligent transportation systemsIntelligent Transportation Systems (ITS)ITSITS servicesKalman filterlarge-scale network controllevel of market penetration ratelicense plate datalifestylelow-cost sensormachine learningmatrix inversionmetromicroscopic traffic datamodel predictive controln/aneural artistic extractionneural networknoise problem in time-varying matrix inversionobjectificationobstacle avoidanceonline rail-repairoperations researchparticle filterplate scanningpredictive analyticsprescriptive analyticsprobe vehiclepublic transport systemsrailway intrusion detectionrailway maintenancereal world experimentreal-time estimationreal-time fast computingrecurrent neural network (RNN)ride comfortRNN-based solverroad safetyroad surface recognitionroute choice behaviorsafety performance functionscene recognitionscene segmentationsensor location problemsensor synchronizationsensorsshortest path problemsimulationsmartphone sensingspatial-temporal correlationspatio-temporal traffic modelingspeed iteration modelsubjective evaluationsurrogate safety measurestime-varying matrixtraffic densitytraffic flow estimationtraffic modellingtraffic signal controltraffic state predictiontraffic video dehazingtrajectory reconstructiontransportationtravel time information systemtriangulation algorithmtrip chaintrip indextruckingturning state transiturban rail transit interior noiseuser flow forecastvariable speed limitsvehicle matchingvehicle routing problemvehicle trajectory predictionXGBoost classifierTechnology: general issuesKyamakya Kyandoghereedt1294150Al-Machot FadiedtMosa Ahmad HajedtChedjou Jean ChamberlainedtBagula AntoineedtKyamakya KyandoghereothAl-Machot FadiothMosa Ahmad HajothChedjou Jean ChamberlainothBagula AntoineothBOOK9910557345603321Intelligent Transportation Related Complex Systems and Sensors3022932UNINA