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System for in-vehicle-infotainment based on dual asynchronous displays

專利號(hào)
US11175876B1
公開日期
2021-11-16
申請(qǐng)人
Ford Global Technologies, LLC(US MI Deerborn)
發(fā)明人
Fling Tseng; Aed M. Dudar; Jóhannes Geir Kristinsson
IPC分類
G06F3/14; B60K35/00; G06N3/04; G06N3/08
技術(shù)領(lǐng)域
adaptive,driver,may,system,rule,vehicle,or,display,computing,learning
地域: MI MI Dearborn

摘要

Multiple display infotainment systems in vehicles provide various options for drivers and passengers to interact with elements on the multiple displays. Techniques include accessing historical driver information that includes previous or typical driver preferences and actions while operating the vehicle. Driving context information and driver state information are received describing the conditions in and around the vehicle. When a signal indicates that an interactive element should be presented to the driver or a passenger, an adaptive rule-based system uses the contextual information and previous history to determine a score for each interaction element. The score and they type of interaction required by the element are then used to determine a location on the multiple displays for presenting the interactive element.

說明書

The adaptive rule-based system 312 may be a machine learning system operated by computing device 202. The adaptive rule-based system 312 may receive data and information from the contextual data 302 and use an adaptive rule-based machine learning approach to determine a location for a particular interactive element on the infotainment system. The adaptive rule-based system 312 may be used to determine where to display interactive elements within a vehicle display system. For example, the adaptive rule-based system 312 may include an adaptive learning system that receives inputs describing a driver state, such as driver identity, driver fatigue, driving style, stress level, or other such information as well as driving context information describing trip status information, trip routes, traffic conditions, weather, or other such information. The adaptive learning system may then output a location describing a location on the display system and a score associated with the location. The score may then be used to determine where an interactive element is displayed on the display system, for example by selecting the location with the highest associated score.

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