FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4377692803> ?p ?o ?g. }

• W4377692803 endingPage "371" @default.
• W4377692803 startingPage "360" @default.
• W4377692803 abstract "An increasing number of connected vehicles (CVs) driving together with regular vehicles (RVs) on the road is an inevitable stage of future traffic development. As accurate traffic flow state detection is essential for ensuring safe and efficient traffic, the level of road intelligence is being enhanced by the mass deployment of roadside perception devices, which is capable of sensing the mixed traffic flow consisting of RVs and CVs. In this background, we propose a roadside radar and camera data fusion framework to improve the accuracy of traffic flow state detection, which utilizes relatively more accurate traffic parameters obtained from real-time communication between CVs and roadside unit (RSU) as calibration values for training the back propagation (BP) neural network. Then, with the perception data collected by roadside sensors, the BP neural network-based data fusion model is applied to all vehicles including RVs. Furthermore, considering the changes of road environments, a dynamic BP fusion method is proposed, which adopts dynamic training by updating samples conditionally, and are applied to fuse traffic flow, occupancy and RVs speed data. Simulation results demonstrate that for CVs data and all vehicles (including RVs) data, the proposed dynamic BP fusion method is more accurate than single sensor detection, entropy based Bayesian fusion method and traditional BP fusion without training by CVs. It can achieve smaller error, and the accuracies of vehicle speed, traffic flow, and occupancy are all above 95%." @default.
• W4377692803 created "2023-05-24" @default.
• W4377692803 creator A5010706620 @default.
• W4377692803 creator A5036064781 @default.
• W4377692803 creator A5037531369 @default.
• W4377692803 creator A5045332200 @default.
• W4377692803 creator A5050651525 @default.
• W4377692803 date "2023-01-01" @default.
• W4377692803 modified "2023-10-16" @default.
• W4377692803 title "Mixed Traffic Flow State Detection: A Connected Vehicles-Assisted Roadside Radar and Video Data Fusion Scheme" @default.
• W4377692803 cites W1418118782 @default.
• W4377692803 cites W1963498870 @default.
• W4377692803 cites W1971967146 @default.
• W4377692803 cites W1996117124 @default.
• W4377692803 cites W2030525099 @default.
• W4377692803 cites W2038506272 @default.
• W4377692803 cites W2039925218 @default.
• W4377692803 cites W2046669411 @default.
• W4377692803 cites W2057683272 @default.
• W4377692803 cites W2130005289 @default.
• W4377692803 cites W2137340504 @default.
• W4377692803 cites W2137699621 @default.
• W4377692803 cites W2149660853 @default.
• W4377692803 cites W2493168586 @default.
• W4377692803 cites W2598277073 @default.
• W4377692803 cites W2736193149 @default.
• W4377692803 cites W2741931273 @default.
• W4377692803 cites W2783588943 @default.
• W4377692803 cites W2792919579 @default.
• W4377692803 cites W2808230023 @default.
• W4377692803 cites W2811198925 @default.
• W4377692803 cites W2885067519 @default.
• W4377692803 cites W2898533367 @default.
• W4377692803 cites W2909746114 @default.
• W4377692803 cites W2942032779 @default.
• W4377692803 cites W2943595669 @default.
• W4377692803 cites W2964697775 @default.
• W4377692803 cites W3005665798 @default.
• W4377692803 cites W3016336630 @default.
• W4377692803 cites W3034568906 @default.
• W4377692803 cites W3037175369 @default.
• W4377692803 cites W3037624214 @default.
• W4377692803 cites W3045897451 @default.
• W4377692803 cites W3081068212 @default.
• W4377692803 cites W3092196264 @default.
• W4377692803 cites W3098774053 @default.
• W4377692803 cites W3122939190 @default.
• W4377692803 cites W3125192562 @default.
• W4377692803 cites W3126365018 @default.
• W4377692803 cites W3126714978 @default.
• W4377692803 cites W3135204376 @default.
• W4377692803 cites W3135991645 @default.
• W4377692803 cites W3200064570 @default.
• W4377692803 cites W3210701025 @default.
• W4377692803 cites W4207001164 @default.
• W4377692803 cites W4213415874 @default.
• W4377692803 cites W648446951 @default.
• W4377692803 doi "https://doi.org/10.1109/ojits.2023.3279264" @default.
• W4377692803 hasPublicationYear "2023" @default.
• W4377692803 type Work @default.
• W4377692803 citedByCount "0" @default.
• W4377692803 crossrefType "journal-article" @default.
• W4377692803 hasAuthorship W4377692803A5010706620 @default.
• W4377692803 hasAuthorship W4377692803A5036064781 @default.
• W4377692803 hasAuthorship W4377692803A5037531369 @default.
• W4377692803 hasAuthorship W4377692803A5045332200 @default.
• W4377692803 hasAuthorship W4377692803A5050651525 @default.
• W4377692803 hasBestOaLocation W43776928031 @default.
• W4377692803 hasConcept C124101348 @default.
• W4377692803 hasConcept C127413603 @default.
• W4377692803 hasConcept C154945302 @default.
• W4377692803 hasConcept C207512268 @default.
• W4377692803 hasConcept C22212356 @default.
• W4377692803 hasConcept C2779888511 @default.
• W4377692803 hasConcept C31258907 @default.
• W4377692803 hasConcept C33954974 @default.
• W4377692803 hasConcept C41008148 @default.
• W4377692803 hasConcept C50644808 @default.
• W4377692803 hasConcept C554190296 @default.
• W4377692803 hasConcept C64093975 @default.
• W4377692803 hasConcept C76155785 @default.
• W4377692803 hasConcept C79403827 @default.
• W4377692803 hasConceptScore W4377692803C124101348 @default.
• W4377692803 hasConceptScore W4377692803C127413603 @default.
• W4377692803 hasConceptScore W4377692803C154945302 @default.
• W4377692803 hasConceptScore W4377692803C207512268 @default.
• W4377692803 hasConceptScore W4377692803C22212356 @default.
• W4377692803 hasConceptScore W4377692803C2779888511 @default.
• W4377692803 hasConceptScore W4377692803C31258907 @default.
• W4377692803 hasConceptScore W4377692803C33954974 @default.
• W4377692803 hasConceptScore W4377692803C41008148 @default.
• W4377692803 hasConceptScore W4377692803C50644808 @default.
• W4377692803 hasConceptScore W4377692803C554190296 @default.
• W4377692803 hasConceptScore W4377692803C64093975 @default.
• W4377692803 hasConceptScore W4377692803C76155785 @default.
• W4377692803 hasConceptScore W4377692803C79403827 @default.
• W4377692803 hasFunder F4320335777 @default.
• W4377692803 hasLocation W43776928031 @default.

• next