Vehicles, such as automobiles, may have numerous electronic systems that manage vehicle performance (e.g., turn assist), engine performance, passenger safety (e.g., airbag enablement), passenger comfort (e.g., temperature, audio volume, etc.), etc. Such electronic systems may have improved functional response when provided with advanced notice of upcoming road conditions. For example, if an electronic system is forewarned that a vehicle is approaching an incline, then the electronic system may improve functionality of the vehicle by initiating a downshift at an optimal time. However, vehicles may lack accurate information about upcoming road conditions. For example, an electronic system may lack information about upcoming road segments that a vehicle may travel because an actual route that the vehicle will travel may be unknown or may be a best guess (e.g., a fastest route, a most economical route, etc.) as opposed to a personalized route that a user of the vehicle may likely travel.
This Summary is provided to introduce a selection of concepts in a simplified form that are further described below in the Detailed Description. This Summary is not intended to identify key factors or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter.
Among other things, one or more systems and/or techniques are described herein for personalized vehicle management. In one aspect, a current location of a vehicle of a user may be identified. A route of the vehicle may be determined based upon a trip library corresponding to routes traveled by the user above a travel frequency threshold (e.g., the trip library may be populated with routes frequently driven by the user between locations, and the route may be identified based upon one or more locational points of the vehicle corresponding to a trip, along the route, within the trip library). A route segment of the route, which the vehicle is predicted to travel within a threshold duration, may be identified (e.g., the route may comprise a steep incline that the vehicle is predicted to encounter within 2 minutes). A route segment characteristic of the route segment may be determined (e.g., a grade of the steep incline). The route segment characteristic may be provided to a driver assistance component of the vehicle. The driver assistance component may be instructed to alter functionality of the vehicle using a vehicle operational parameter (e.g., a particular gear used for efficiently traveling up the grade of the steep incline) derived from the route segment characteristic.
One or more systems and/or techniques are further described herein for a vehicle management component of a vehicle. For example, a current location of the vehicle of a user may be presented, such as displayed through a user interface (e.g., a smart phone, a vehicle navigation component, etc.). A route segment characteristic of a route segment within a threshold distance of the current location of the vehicle may be received (e.g., a route segment of a route that the vehicle is predicted to travel). Instructions may be received for a driver assistance component of the vehicle to alter functionality of the vehicle based upon the route segment characteristic. An operational parameter of the vehicle may be used to alter a vehicle operational parameter (e.g., a braking characteristic of an automated driver component may be modified based upon a wet road condition of the route segment).
One or more systems and/or techniques are further described herein for personalized vehicle management. A current location of a vehicle of a user may be received. A route of the vehicle may be determined based upon a trip library corresponding to routes traveled by the user above a travel frequency threshold. A route segment, of the route that the vehicle will travel within a threshold duration, may be identified. A route segment characteristic of the route segment may be determined. The route segment characteristic may comprise a weather characteristic (e.g., freezing rain), a physical characteristic (e.g., an icy road condition), and/or a traffic characteristic (e.g., a large pot hole). The route segment characteristic may be provided to a driver assistance component of the vehicle. The driver assistance component may be instructed to alter functionality of the vehicle using a vehicle operational parameter derived from the route segment characteristic.
The following description and annexed drawings set forth certain illustrative aspects and implementations. These are indicative of but a few of the various ways in which one or more aspects may be employed. Other aspects, advantages, and novel features of the disclosure will become apparent from the following detailed description when considered in conjunction with the annexed drawings.
The claimed subject matter is now described with reference to the drawings, wherein like reference numerals are generally used to refer to like elements throughout. In the following description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the claimed subject matter. It may be evident, however, that the claimed subject matter may be practiced without these specific details. In other instances, structures and devices are illustrated in block diagram form in order to facilitate describing the claimed subject matter.
One or more systems and/or techniques for personalized vehicle management for a user of a vehicle are provided. A trip library may be used to preemptively determine a route that the user will travel. For example, the user of the vehicle may frequently travel one or more routes, which may correspond to a user preference as opposed to least costly or quickest routes. That is, the user may prefer a particular route for various reasons, such as the route being near a location of interest (e.g., a grocery store, a home improvement store, a friend's house, a child care facility, etc.), being a relaxing drive (e.g., has foliage, is relatively flat, is relatively straight, etc.), etc. In this way, the trip library may be utilized to identify a route segment of the route that the vehicle will travel within a threshold duration (e.g., 5 minutes or some other duration). A route segment characteristic (e.g., an off-ramp, an on-ramp, a stop sign, a stop light, a bridge, a hill, hazardous conditions, weather conditions, construction, a pot hole, a toll booth, etc.) of the route segment may be identified. The route segment characteristic may be provided to a driver assistance component (e.g., a computing device of the vehicle that controls driver comfort, driver safety, vehicle efficiency, vehicle safety, etc.). The driver assistance component may alter functionality of the vehicle to address the route segment characteristic. For example, the route segment characteristic may comprise an on-ramp leading to a highway. The driver assistance component may manage engine performance and pollution control with periodic engine revving (known as blow-off). Responsive to the vehicle approaching the on-ramp, the engine revving may be canceled because the blow-off may be accomplished by an acceleration of the vehicle when the vehicle merges onto the highway.
Because route segment characteristics of upcoming route segments of a route may be used for controlling the driver assistance component and the vehicle, fuel consumption by the vehicle may be decreased, driving efficiency of the vehicle may be increased, safety may be increased by altering vehicle operational parameters to address a hazard before the vehicle encounters the hazard, and/or passenger comfort may be increased by altering vehicle operational parameters to address abrupt turns, rough road conditions, etc.
The trip library 111 may be generated to comprise a set of routes previously traveled by the user. In an example, the trip library 111 may be generated to comprise a set of conditional likelihoods. A conditional likelihood may be determined as a probability that the user will travel to an ending location of the route given an occurrence of one or more route independent conditions. In an example, metadata of a first route may be stored within the trip library 111 for the ending location. The metadata may comprise coordinates of the ending location, a mean time at which the route was entered or the ending location was reached, a location of interest (e.g., a day care center), a street address of the ending location, an event hosted at or within a threshold distance of the ending location (e.g., a local event), a description of the ending location, etc. In an example, a route, within the trip library 111, may be identified as corresponding to the ending location. The user may be prompted to provide a description for the ending location (e.g., the user may specify a description or a description suggestion may be provided to the user for selection or modification). Responsive to receiving the description, the trip library 111 may be updated with the description for the ending location (e.g., home, work, lacrosse practice field, favorite ice cream shop, etc.).
A set of potential routes and/or a set of ending locations may be evaluated to identify the set of routes traveled by the user above a travel frequency threshold. For example, a potential route may be determined as the route based upon an occurrence of the route being used to travel between the starting location (e.g., home) and the ending location (e.g., work) exceeding the travel frequency threshold, which may be indicative of the user routinely and/or frequently taking the route between the starting location and the ending location (e.g., a routinely traveled route by the user from home to work on Mondays and Thursdays given sunny weather).
Based upon the route, a route segment may be identified 112. The route segment may comprise a portion of the route that the vehicle 102 may travel within a threshold duration (e.g., the vehicle 102 may be predicted to encounter the route segment within 5 minutes or less). A route segment characteristic 116 of the route may be determined 114. The route segment characteristic 116 may comprise a weather characteristic (e.g., rain, snow, ice, fog, heat, etc.), a physical characteristic (e.g., an on-ramp, an off-ramp, an incline, a decline, a curve, a straightaway, a pot hole, etc.) and/or a traffic characteristic (e.g., a slow down due to congestion, a stop sign, a stop light, an increased/decreased speed limit, etc.). The route segment characteristic 116 may be received by the vehicle management component 106 and may be provided to the driver assistance component 104 (e.g., comprising an adaptive cruise control component, an automatic light component, an engine function component, a turning assist component, a sensor component, a camera component, etc.). The instruction 118 to alter functionality 109 of the vehicle 102 using a vehicle operational parameter, derived from the route segment characteristic 116, may be provided to the driver assistance component 104. In an example, the vehicle operational parameter may comprise a vehicle speed, a vehicle speed limit parameter, a turn light on or off parameter, a speaker volume parameter, a windshield wiper parameter, a driver assist parameter, a cruise control parameter, a brake parameter, a vehicle operation parameter, etc. The vehicle may 102 may alter an operational parameter based upon the vehicle operational parameter (e.g., turn on an interior light, turn on fog lights, decrease a stereo volume, alter braking characteristics, etc.).
For example, responsive to the route segment characteristic 116 indicating a sharp turn (e.g., a turn having an angle less then 90°), the driver assistance component 104 may alter functionality 109 of the vehicle 102 to redistribute power to the tires in such a way as to better balance the vehicle 102 thought the sharp turn. In another example, responsive to the route segment characteristic 116 indicating the sharp turn, the driver assistance component 104 may alter functionality 109 of the vehicle 102 to activate a curve speed warning system to help the driver reduce a speed of the vehicle 102. In another example, responsive to the route segment characteristic 116 indicating an icy road segment, the driver assistance component 104 may alter functionality 109 of the vehicle 102 to activate an electronic stability program to counteract skidding.
Based upon the updated route, an updated route segment may be identified 212. The updated route segment may comprise a portion of the updated route that the vehicle 202 may travel within a threshold duration. The updated route segment characteristic 216 of the updated route may be determined 214. The updated route segment characteristic 216 may comprise an updated weather characteristic, an updated physical characteristic, and/or an updated traffic characteristic. The updated route segment characteristic 216 may be received by the vehicle management component 206 and may be provided to the driver assistance component 204. The instruction 218 to alter 220 functionality of the vehicle 202 using an updated vehicle operational parameter, derived from the updated route segment characteristic 216, may be provided to the driver assistance component 204.
In an example, responsive to a user of the vehicle indicating a preference for a faster route, the updated route may comprise the first updated route 412, where the first updated route 412 has a shortest duration. In another example, responsive to the user of the vehicle indicating a preference for a least costly route, the updated route may comprise the second updated route 414 (e.g., where the first updated route 412 comprises more tolls than the second updated route 414). In another example, responsive to the trip library 411 indicating that the user travels to the location of interest over a travel frequency threshold, the updated route may comprise the third updated route 416 that is nearer the location of interest than the first updated route 412 and/or the second updated route 414. The updated route may direct the vehicle to the ending location 420. The personalized vehicle component 410 may identify 422 an updated route segment comprising a portion of the updated route that the vehicle is predicted to travel within a threshold duration. The personalized vehicle component 410 may determine an updated route segment characteristic 424 of the updated route segment, and may provide the updated route segment characteristic 424 to the vehicle for controlling various aspects of the vehicle, such as speed, braking characteristics, automated driving characteristics, etc.
One embodiment of personalize vehicle management is illustrated by an exemplary method 700 in
Still another embodiment involves a computer-readable medium comprising processor-executable instructions configured to implement one or more of the techniques presented herein. An exemplary computer-readable medium that may be devised in these ways is illustrated in
Although the subject matter has been described in language specific to structural features and/or methodological acts, it is to be understood that the subject matter defined in the appended claims is not necessarily limited to the specific features or acts described above. Rather, the specific features and acts described above are disclosed as example forms of implementing the claims.
As used in this application, the terms “component,” “module,” “system”, “interface”, and the like are generally intended to refer to a computer-related entity, either hardware, a combination of hardware and software, software, or software in execution. For example, a component may be, but is not limited to being, a process running on a processor, a processor, an object, an executable, a thread of execution, a program, and/or a computer. By way of illustration, both an application running on a controller and the controller can be a component. One or more components may reside within a process and/or thread of execution and a component may be localized on one computer and/or distributed between two or more computers.
Furthermore, the claimed subject matter may be implemented as a method, apparatus, or article of manufacture using standard programming and/or engineering techniques to produce software, firmware, hardware, or any combination thereof to control a computer to implement the disclosed subject matter. The term “article of manufacture” as used herein is intended to encompass a computer program accessible from any computer-readable device, carrier, or media. Of course, those skilled in the art will recognize many modifications may be made to this configuration without departing from the scope or spirit of the claimed subject matter.
Although not required, embodiments are described in the general context of “computer readable instructions” being executed by one or more computing devices. Computer readable instructions may be distributed via computer readable media (discussed below). Computer readable instructions may be implemented as program modules, such as functions, objects, Application Programming Interfaces (APIs), data structures, and the like, that perform particular tasks or implement particular abstract data types. Typically, the functionality of the computer readable instructions may be combined or distributed as desired in various environments.
In other embodiments, device 902 may include additional features and/or functionality. For example, device 902 may also include additional storage (e.g., removable and/or non-removable) including, but not limited to, magnetic storage, optical storage, and the like. Such additional storage is illustrated in
The term “computer readable media” as used herein includes computer storage media. Computer storage media includes volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions or other data. Memory 908 and storage 910 are examples of computer storage media. Computer storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, Digital Versatile Disks (DVDs) or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store the desired information and which can be accessed by device 902. Any such computer storage media may be part of device 902.
Device 902 may also include communication connection(s) 916 that allows device 902 to communicate with other devices. Communication connection(s) 916 may include, but is not limited to, a modem, a Network Interface Card (NIC), an integrated network interface, a radio frequency transmitter/receiver, an infrared port, a USB connection, or other interfaces for connecting computing device 902 to other computing devices. Communication connection(s) 916 may include a wired connection or a wireless connection. Communication connection(s) 916 may transmit and/or receive communication media.
The term “computer readable media” may include communication media. Communication media typically embodies computer readable instructions or other data in a “modulated data signal” such as a carrier wave or other transport mechanism and includes any information delivery media. The term “modulated data signal” may include a signal that has one or more of its characteristics set or changed in such a manner as to encode information in the signal.
Device 902 may include input device(s) 914 such as keyboard, mouse, pen, voice input device, touch input device, infrared cameras, video input devices, and/or any other input device. Output device(s) 912 such as one or more displays, speakers, printers, and/or any other output device may also be included in device 902. Input device(s) 914 and output device(s) 912 may be connected to device 902 via a wired connection, wireless connection, or any combination thereof. In one embodiment, an input device or an output device from another computing device may be used as input device(s) 914 or output device(s) 912 for computing device 902.
Components of computing device 902 may be connected by various interconnects, such as a bus. Such interconnects may include a Peripheral Component Interconnect (PCI), such as PCI Express, a Universal Serial Bus (USB), firewire (IEEE 1394), an optical bus structure, and the like. In another embodiment, components of computing device 902 may be interconnected by a network. For example, memory 908 may be comprised of multiple physical memory units located in different physical locations interconnected by a network.
Those skilled in the art will realize that storage devices utilized to store computer readable instructions may be distributed across a network. For example, a computing device 920 accessible via a network 918 may store computer readable instructions to implement one or more embodiments provided herein. Computing device 902 may access computing device 920 and download a part or all of the computer readable instructions for execution. Alternatively, computing device 902 may download pieces of the computer readable instructions, as needed, or some instructions may be executed at computing device 902 and some at computing device 920.
Various operations of embodiments are provided herein. In one embodiment, one or more of the operations described may constitute computer readable instructions stored on one or more computer readable media, which if executed by a computing device, will cause the computing device to perform the operations described. The order in which some or all of the operations are described should not be construed as to imply that these operations are necessarily order dependent. Alternative ordering will be appreciated by one skilled in the art having the benefit of this description. Further, it will be understood that not all operations are necessarily present in each embodiment provided herein.
Moreover, the word “exemplary” is used herein to mean serving as an example, instance, or illustration. Any aspect or design described herein as “exemplary” is not necessarily to be construed as advantageous over other aspects or designs. Rather, use of the word exemplary is intended to present concepts in a concrete fashion. As used in this application, the term “or” is intended to mean an inclusive “or” rather than an exclusive “or”. That is, unless specified otherwise, or clear from context, “X employs A or B” is intended to mean any of the natural inclusive permutations. That is, if X employs A; X employs B; or X employs both A and B, then “X employs A or B” is satisfied under any of the foregoing instances. In addition, the articles “a” and “an” as used in this application and the appended claims may generally be construed to mean “one or more” unless specified otherwise or clear from context to be directed to a singular form. Also, at least one of A and B or the like generally means A or B or both A and B. It may be appreciated that, as used herein (including in the appended claims), “a”, “an” and/or the like are not meant to be interpreted in a limiting manner to mean one, but instead may comprise one or more and/or the like. For example, “a modeling variable” should not be limited to a single modeling variable. Instead, “a modeling variable” may describe one or more modeling variables. Similarly, “a variable,” “a model,” “a correlation,” “a state,” or “a possible state”, etc. should not be interpreted to merely describe a single variable, a single model, a single correlation, a single state, or a single possible state, etc., respectively. Instead, “a variable,” “a model,” “a correlation,” “a state,” or “a possible state”, etc. may describe one or more variables, one or more models, one or more correlations, one or more states, or one or more possible states, etc., respectively, for example.
Although the disclosure has been shown and described with respect to one or more implementations, equivalent alterations and modifications will occur to others skilled in the art based at least in part upon a reading and understanding of this specification and the annexed drawings. The disclosure includes all such modifications and alterations and is limited only by the scope of the following claims. In particular regard to the various functions performed by the above described components (e.g., elements, resources, etc.), the terms used to describe such components are intended to correspond, unless otherwise indicated, to any component which performs the specified function of the described component (e.g., that is functionally equivalent), even though not structurally equivalent to the disclosed structure which performs the function in the herein illustrated exemplary implementations of the disclosure. In addition, while a particular feature of the disclosure may have been disclosed with respect to only one of several implementations, such feature may be combined with one or more other features of the other implementations as may be desired and advantageous for any given or particular application. Furthermore, to the extent that the terms “includes”, “having”, “has”, “with”, or variants thereof are used in either the detailed description or the claims, such terms are intended to be inclusive in a manner similar to the term “comprising.”
This application claims priority to and is a continuation of U.S. application Ser. No. 15/888,494, filed on Feb. 5, 2018, entitled “PERSONAL VEHICLE MANAGEMENT”, which claims priority to and is a continuation of U.S. application Ser. No. 14/824,550, filed on Aug. 12, 2015, entitled “PERSONAL VEHICLE MANAGEMENT.” U.S. application Ser. No. 15/888,494 and U.S. application Ser. No. 14/824,550 are both incorporated by reference herein in their entirety.
Number | Date | Country | |
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Parent | 15888494 | Feb 2018 | US |
Child | 17163906 | US | |
Parent | 14824550 | Aug 2015 | US |
Child | 15888494 | US |