Transportation Research Part C Emerging Technologies · 2015 · 71 citations · 25 references
ComputingAutomotive EngineeringAutonomous SystemsAutonomous VehiclesSensor FusionTransportationContext-aware ComputingContext-aware FusionInfotainment SystemsIntelligent Transportation SystemsTraffic SafetyVehicle PerceptionContext RepresentationDriver Assistance SystemsDriver BehaviorDriver Behavior MonitoringDriver Monitoring SystemsReference Architecture DesignSituation Awareness In DrivingTraffic Situation Analysis
Recent advances in technology are changing the way how everyday activities are performed. Technologies in the traffic domain provide diverse instruments of gathering and analysing data for more fuel-efficient, safe, and convenient travelling for both drivers and passengers. In this article, we propose a reference architecture for a context-aware driving assistant system. Moreover, we exemplify this architecture with a real prototype of a driving assistance system called Driving coach. This prototype collects, fuses and analyses diverse information, like digital map, weather, traffic situation, as well as vehicle information to provide drivers in-depth information regarding their previous trip along with personalised hints to improve their fuel-efficient driving in the future. The Driving coach system monitors its own performance, as well as driver feedback to correct itself to serve the driver more appropriately.
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Understanding and Using Context
Anind K. Dey · Personal and Ubiquitous Computing · 2001 · 5K citations · Full text
Architecture, Information Systems, Knowledge Representation +10
The problem of concept drift: definitions and related work
Alexey Tsymbal · 2004 · 947 citations
Peter H. Schönemann · Behavioral and Brain Sciences · 1985 · 891 citations