Matches in SemOpenAlex for { <https://semopenalex.org/work/W146112583> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W146112583 abstract "Vehicles are an integral part of everyday life. Since drivers depend on these transport means to perform their activities, it is important to investigate how they behave inside the vehicles in order to facilitate their task and avoid any undesired consequences (e.g. congestion, accidents). Different components of the driving environment have an influence on the driving behavior and the main objective of this thesis is to identify the points where the driving behavior changes due to these driving factors. From the driving conditions the traffic flow and its composition, the road geometry, the traffic signs and the traffic lights are selected and are analyzed through the use of vehicle-based systems. The actual situation that occurs in the road is determined from cameras mounted on the vehicle. For the identification of the driving behavior a simple car-following model is used, the Helly model. The first part of this study consists of the estimation of the parameters of the car-following model, while the second part consists of the identification of the points where these parameters change due to the exogenous driving factors. The estimation of the parameters is achieved through an optimization procedure which uses a moving estimation window and searches for constant sets of parameters in that time window. The estimation model performs well only under car-following situations. When the car-following task is achieved, the change of lanes, the traffic lights and the changes in the traffic conditions are found to have an influence in the parameters of the Helly model. In contrast, the composition of traffic and the existence of on-ramps and off-ramps in the road do not influence the driving behavior. The proposed system captures the intra-heterogeneity in driver's behavior when performing the same action under the same circumstances. A future real-time application which would identify the driving behavior and the action points would be a valuable tool for the traffic management operations because the traffic flow phenomena could be recognized and predicted directly and more accurately. Another useful application could be found in traffic safety operations where the automated vehicles would be able to provide the right information in the appropriate phase." @default.
- W146112583 created "2016-06-24" @default.
- W146112583 creator A5066236843 @default.
- W146112583 date "2014-04-30" @default.
- W146112583 modified "2023-09-23" @default.
- W146112583 title "Identification and modeling of behavioral changes in longitudinal driving through vehicle-based signals" @default.
- W146112583 hasPublicationYear "2014" @default.
- W146112583 type Work @default.
- W146112583 sameAs 146112583 @default.
- W146112583 citedByCount "0" @default.
- W146112583 crossrefType "journal-article" @default.
- W146112583 hasAuthorship W146112583A5066236843 @default.
- W146112583 hasConcept C116834253 @default.
- W146112583 hasConcept C127413603 @default.
- W146112583 hasConcept C147176958 @default.
- W146112583 hasConcept C201995342 @default.
- W146112583 hasConcept C207512268 @default.
- W146112583 hasConcept C2780042925 @default.
- W146112583 hasConcept C2780451532 @default.
- W146112583 hasConcept C38652104 @default.
- W146112583 hasConcept C41008148 @default.
- W146112583 hasConcept C44154836 @default.
- W146112583 hasConcept C59822182 @default.
- W146112583 hasConcept C86803240 @default.
- W146112583 hasConceptScore W146112583C116834253 @default.
- W146112583 hasConceptScore W146112583C127413603 @default.
- W146112583 hasConceptScore W146112583C147176958 @default.
- W146112583 hasConceptScore W146112583C201995342 @default.
- W146112583 hasConceptScore W146112583C207512268 @default.
- W146112583 hasConceptScore W146112583C2780042925 @default.
- W146112583 hasConceptScore W146112583C2780451532 @default.
- W146112583 hasConceptScore W146112583C38652104 @default.
- W146112583 hasConceptScore W146112583C41008148 @default.
- W146112583 hasConceptScore W146112583C44154836 @default.
- W146112583 hasConceptScore W146112583C59822182 @default.
- W146112583 hasConceptScore W146112583C86803240 @default.
- W146112583 hasLocation W1461125831 @default.
- W146112583 hasOpenAccess W146112583 @default.
- W146112583 hasPrimaryLocation W1461125831 @default.
- W146112583 hasRelatedWork W1634146324 @default.
- W146112583 hasRelatedWork W2105361220 @default.
- W146112583 hasRelatedWork W2137582178 @default.
- W146112583 hasRelatedWork W2181152151 @default.
- W146112583 hasRelatedWork W2334851769 @default.
- W146112583 hasRelatedWork W2741052286 @default.
- W146112583 hasRelatedWork W2761464706 @default.
- W146112583 hasRelatedWork W2811398205 @default.
- W146112583 hasRelatedWork W284920371 @default.
- W146112583 hasRelatedWork W2891421914 @default.
- W146112583 hasRelatedWork W2892262559 @default.
- W146112583 hasRelatedWork W2943857836 @default.
- W146112583 hasRelatedWork W2966291251 @default.
- W146112583 hasRelatedWork W2986669784 @default.
- W146112583 hasRelatedWork W3002461761 @default.
- W146112583 hasRelatedWork W3044934783 @default.
- W146112583 hasRelatedWork W3126466482 @default.
- W146112583 hasRelatedWork W3155221951 @default.
- W146112583 hasRelatedWork W375059146 @default.
- W146112583 hasRelatedWork W3019642096 @default.
- W146112583 isParatext "false" @default.
- W146112583 isRetracted "false" @default.
- W146112583 magId "146112583" @default.
- W146112583 workType "article" @default.