Driving behavior sensing method based on information fusion and system thereof

A behavior and axis direction technology, applied in the field of driving behavior perception method and system based on information fusion, can solve the problems of inaccurate analysis results and incomplete analysis data collection, and achieve the effect of reducing false detection.

Active Publication Date: 2018-09-11
高新兴物联科技股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a driving behavior perception method and system based on information fusion,

Method used

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  • Driving behavior sensing method based on information fusion and system thereof
  • Driving behavior sensing method based on information fusion and system thereof
  • Driving behavior sensing method based on information fusion and system thereof

Examples

Experimental program
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Example Embodiment

[0106] Example 1

[0107] Such as figure 1 As shown, the present invention provides a driving behavior perception method based on information fusion, which includes the following steps:

[0108] S101. Collect the acceleration, vehicle speed and heading angle of the vehicle through the sensor component integrated on the vehicle;

[0109] S102. Perform horizontal calibration and heading calibration on the vehicle coordinate system through the acceleration, the vehicle speed, and the heading angle, and detect the calibration result;

[0110] S103. Judging whether the vehicle acceleration, deceleration, turning, or collision behavior occurs according to the acceleration, the vehicle speed, and the heading angle, and if it occurs, record and upload relevant data.

[0111] Wherein, the step of performing horizontal calibration and heading calibration on the vehicle coordinate system based on the acceleration, the vehicle speed and the heading angle, and detecting the calibration result includ...

Example Embodiment

[0190] Example 2

[0191] Based on the same inventive concept, such as image 3 As shown, the present invention also provides a driving behavior perception system based on information fusion, which includes:

[0192] The sensor component is used to collect the acceleration, speed and heading angle of the vehicle;

[0193] An arithmetic unit, used to perform horizontal calibration and heading calibration on the vehicle coordinate system through the acceleration, the vehicle speed and the heading angle, and to detect the calibration result; and to determine the vehicle based on the acceleration, the vehicle speed and the heading angle Whether acceleration, deceleration, turning, or collision occurs, if it occurs, record and upload relevant data.

[0194] Wherein, the sensor component includes:

[0195] Accelerometer, used to obtain the three-axis acceleration value of the vehicle;

[0196] GPS module, used to obtain the speed, altitude, and heading angle of the vehicle;

[0197] Gyroscope,...

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Abstract

The invention discloses a driving behavior sensing method based on information fusion and system thereof. The method includes the following steps of collecting acceleration, vehicle speed and course angle of a vehicle by means of a sensor assembly integrated on the vehicle; according to the acceleration, the vehicle speed and the course angle, conducting horizontal alignment and course alignment on a vehicle coordinate system and detecting the alignment results; according to the acceleration, the vehicle speed and the course angle, judging whether or not behaviors such as speed increase, speedreduction, steering and collision happen to the vehicle, and recording and uploading related data if yes. The acceleration, the vehicle speed, the course angle and other different kinds of vehicle data of the vehicle are obtained through an acceleration meter (namely a gyroscope or a compass), a GPS module and the like. The acceleration, angular velocity, a magnetic direction and other multidimensional data such as the course angle, the height and the vehicle speed in a GPS can be utilized for fusion analysis, the probability of misdetection and measurement omissions is substantially decreased, and complete data during occurrence of an event can be accurately recorded to provide bases for further analysis.

Description

technical field [0001] The invention relates to the technical field of driving behavior data analysis, in particular to a driving behavior perception method and system based on information fusion. Background technique [0002] With the popularity of private cars, driving behavior is related to the normal traffic order and the personal and property safety of drivers. Drivers need standards and guidance that can quantify their own driving skills. Due to the development of Internet of Vehicles technology, obtaining and analyzing and evaluating driving behavior information has become an important requirement. Driving behavior analysis can not only help car owners understand their own driving behavior and improve driving habits, but can also be used in car insurance and fleet management. For example, the auto insurance industry can customize insurance premiums according to the quality of driving behavior, and the fleet can evaluate the level of safe driving based on the driver's...

Claims

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Application Information

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IPC IPC(8): B60W40/10B60W40/105B60W40/09G06K9/62
CPCB60W40/09B60W40/10B60W40/105G06F18/25
Inventor 余天才古永承张则宝杨磊郭遥航
Owner 高新兴物联科技股份有限公司
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