Determining a driver score based on the driver's response to autonomous features of a vehicle
US-10783587-B1 · Sep 22, 2020 · US
US11580474B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11580474-B2 |
| Application number | US-201715448144-A |
| Country | US |
| Kind code | B2 |
| Filing date | Mar 2, 2017 |
| Priority date | Sep 10, 2016 |
| Publication date | Feb 14, 2023 |
| Grant date | Feb 14, 2023 |
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Proposed is an automated telematics-based system ( 1 ) for score-driven operations associated with motor vehicles ( 41, . . . , 45 ) or transportation means of passengers or goods and based on a dynamic, telematics-based data aggregation, and method thereof, for automated risk-transfer related to complex peer-to-peer lending schemes, especially related to vehicles and car sharing schemes and sharing economy transportation schemes related to risks associated with damages to third parties. The telematics-based system ( 1 ) comprises telematics devices ( 411, . . . , 415 ) associated with the plurality of motor vehicles ( 41, . . . , 45 ), wherein the telematics devices ( 411, . . . , 415 ) comprise a wireless connection ( 42101 - 42108 ) to a central, expert-system-based circuit ( 11 ). The telematics devices ( 411, . . . , 415 ) are connected via interfaces ( 421, . . . , 425 ) to the sensors and/or measuring devices ( 401, . . . , 405 ) and/or an on-board diagnostic system ( 431, . . . , 435 ) and/or an in-car interactive device ( 441, . . . , 445 ), wherein the telematics devices ( 411, . . . , 415 ) capture usage-based ( 31 ) and/or user-based ( 32 ) and/or operational ( 33 ) telematics data ( 3 ) of the motor vehicle ( 41, . . . , 45 ) and/or user ( 321, 322, 323 ). In response to an emitted shadow request ( 109 ) individualized risk-transfer profiles ( 114 ) based upon the dynamically generated variable scoring parameters ( 1011, . . . , 1013 ) are transmitted from a first risk-transfer systems ( 11 ) to the corresponding motor vehicle ( 41, . . . , 45 ) and issued by means of a user unit ( 461, . . . , 465 ) of the motor vehicle ( 41, . . . , 45 ) for selection by the driver of the motor vehicles ( 41, . . . , 45 ). In return of issuing an individualized risk-transfer profile ( 114 ) over said user unit ( 461, . . . , 465 ), payment-transfer parameters are transmitted from the first risk-transfer system ( 11 ) to the provider of the telematics-based system ( 1 ).
Opening claim text (preview).
The invention claimed is: 1. A telematics-based system triggering score-driven operations associated with a plurality of motor vehicles, the telematics-based system comprising: a plurality of on-board sensors in the motor vehicles, the on-board sensors configured to collect operational telematics data of the motor vehicles, and relay the collected operational telematics data to a plurality of telematics devices, the on-board sensors including at least a gyro sensor, an accelerometer sensor including a cantilever beam with a seismic mass, and a magnetoresistive permalloy sensor, the telematics devices being connected via a data transmission network to a central circuit of the telematics-based system, wherein a data link is set by a wireless connection between the telematics devices and the central circuit, at least the collected operational telematics data captured by the telematics devices being transmitted to the central circuit via the data transmission network; and the central circuit configured to: generate a compound set of parameters based upon the captured operational telematics data, the compound set of parameters at least including (i) a first number based on at least number of intersections, (ii) a second number based on at least activated advanced driver assistance systems (ADAS)/adaptive features of the motor vehicles, and (iii) a third number based on at least lending period and number of passengers, and (iv) a fourth number based on the angle of the sun, score individual drivers based on the monitored operational telematics data, the compound set of parameters further including measured and generated variable scoring parameters profiling use and style and environmental condition of driving during operation of the motor vehicle based upon the triggered, captured, and monitored operational telematics data, and the variable scoring parameters at least include a measured driver score measuring behavioral parameters of a driver, and a contextual score being based at least on the number of intersections and/or road type, and a vehicle safety score being based at least on the activated ADAS/adaptive features of the motor vehicle, and a mobility score being based at least on the lending period and number of passengers, and a trust-worthiness score being based at least on a measured care of assets score, a peer-to-peer lending score, a car sharing score, a transportation services risk score, and a vehicle type score, the compound set of parameters being at least based upon (i) a first measure of driver behavior parameters having speed, acceleration, braking, cornering, or jerking, (ii) a second measure of distraction parameters having a mobile phone usage while driving, (iii) a third measure of fatigue parameters, alcohol use parameters, or drug use parameters, (iv) measured trip score parameters based on a road type, a number of tunnels, or a number of elevations, (v) measured time of travel parameters, (vi) measured weather parameters, (vii) measured location parameters, and (viii) measured distance driven parameters, transmit a request to at least one of first transfer systems decentrally connected to the central circuit over the data transmission network, the request including at least the compound set of parameters generated based upon the captured operational telematics data, and dynamically collect the compound set of parameters, and generate profiles for a corresponding motor vehicle based upon the dynamically collected compound set of parameters, wherein in response to the transmitted request, the profiles are transmitted from the at least one of first transfer systems to a user circuit associated with the corresponding motor vehicle, upon selection of one of the profiles by a user, the selected profile is automatically transferred from the corresponding motor vehicle to the at least one of first transfer systems, wherein at least one profile, which is transmitted from the at least one of first transfer systems to the motor vehicles, is displayed on a dashboard touchscreen of the corresponding motor vehicle for selection by the user of the corresponding motor vehicle, and in return of displaying the at least one profile over the user circuit, transfer parameters are transmitted from the at least one of first transfer systems to a provider of the telematics-based system, and wherein the at least one profile, which is transmitted from the at least one of first transfer systems to the corresponding motor vehicle, is issued by a connected mobile telecommunication node application via the user circuit of the corresponding motor vehicle, wherein the profiles are selectable by the user by the mobile telecommunication node application, and upon selection of the at least one profile, a transfer associated with the selected profile is automatically performed from the corresponding motor vehicle to the at least one of first transfer systems, and wherein the profiles of the first transfer systems are only issued by the user circuit of the corresponding motor vehicle for selection by the user of the corresponding motor vehicle when an issuance is permitted by the telematics-based system. 2. The telematics-based system according to claim 1 , wherein the telematics devices comprising one or more wireless connections or wired connections and a plurality of interfaces to connect with at least one of the motor vehicles' data transmission bus, and a plurality of interfaces to connect with the plurality of on-board sensors, wherein, for providing the wireless connection, the telematics devices act as wireless nodes within the data transmission network by antenna connections of the telematics devices and the telematics devices are connected via the interfaces to the plurality of on-board sensors and an in-car interactive device. 3. The telematics-based system according to claim 2 , wherein the plurality of on-board sensors and the in-car interactive device include proprioceptive sensors for sensing operating parameters of the motor vehicles and exteroceptive sensors for sensing environmental parameters during operations of the motor vehicles. 4. The telematics-based system according to claim 1 , further comprising: a second transfer system associated with the central circuit, the second transfer system configured to provide a second transfer based on second transfer parameters from the first transfer systems to the second transfer system, receive, and store second parameters for pooling of risks of the first transfer systems associated with risk exposures transferred to the first transfer systems. 5. The telematics-based system according to claim 1 , wherein the compound set of parameters further include the driving score, a pricing score, a usage and operation of ADAS score, a usage and operation of autonomous vehicle systems score, and a credit score. 6. The telematics-based system according to claim 1 , wherein the request further comprises risk-relevant parameters based upon the captured operational telematics data. 7. The telematics-based system according to claim 1 , wherein the request is transmitted to a corresponding first transfer system when transmission of the request is permitted by the user circuit. 8. The telematics-based system according to claim 1 , wherein the transmission of the request to a specific first transfer system depends on a definable distribution table included in the user circuit, the definable distribution table having a variable list with at least one first transfer system. 9. The telematics-based system according to claim 1 , wherein the compound set of parameters are at least based upon measured ADAS feature activation parameters, measured vehicle crash test rating parameters, measured level of automation parameters o
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