Automobile driving behavior detection method and apparatus thereof, and automobile

A technology of car driving and detection methods, applied in the direction of neural learning methods, neural architecture, biological neural network models, etc., can solve problems such as road traffic safety hazards, dangers to oneself and others, and achieve the effect of reducing automobile accidents and improving driving safety

Inactive Publication Date: 2016-12-07
BEIJING QIHOO TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Abnormal driving behavior will bring a series of potential safety hazards to road traffic, and bring danger to oneself and others. Therefore, a detection mechanism is needed to detect the driver's behavior and improve driving safety.

Method used

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  • Automobile driving behavior detection method and apparatus thereof, and automobile
  • Automobile driving behavior detection method and apparatus thereof, and automobile
  • Automobile driving behavior detection method and apparatus thereof, and automobile

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Embodiment Construction

[0024] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention.

[0025] Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "said" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the description of the present invention refers to the presence of said features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, Integers, steps, operations, elements, components, and / or groups thereof. It will be unders...

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Abstract

An embodiment of the invention discloses an automobile driving behavior detection method and an apparatus thereof, and an automobile. The method comprises the following steps of according to an association relation among a plurality of operation characteristic parameters of the automobile, establishing an automobile operation model; collecting values of the plurality of operation characteristic parameters to train the automobile operation model so as to acquire an automobile operation prediction model, collecting driving behavior data and acquiring a predicted value of a first operation characteristic parameter corresponding to the driving behavior data; and according to the driving behavior data and the predicted value of the first operation characteristic parameter, carrying out driving behavior detection. By using the detection method and the apparatus thereof, and the automobile, based on a neural network, the automobile operation model is established; through machine learning, the automobile operation model is trained so as to acquire the automobile operation prediction model; whether a predicted value acquired through the automobile operation prediction model matches with the driving behavior data is determined; whether an abnormal driving condition is generated is determined; driving safety is increased, automobile accident generation is reduced and a life and property safety of a driver are effectively protected.

Description

technical field [0001] The invention relates to the technical field of automobile control, in particular to a method and device for detecting automobile driving behavior, and an automobile. Background technique [0002] At present, with the rapid development of social economy, automobiles have become a common means of transportation for people to travel. However, with the rapid increase in car ownership, the incidence of traffic accidents is also increasing. According to the statistics of the World Health Organization, road traffic accidents cause 1.2 million deaths and about 50 million injuries in the world every year. Therefore, reducing road traffic accidents has become a social issue of general concern. In the study of traffic accidents, it is found that the psychological factors and physiological factors of drivers have an equally important impact on traffic safety. Psychological factors include not only the driver's own performance and temperament, but also the drive...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/08G06N3/04
CPCG06N3/04G06N3/084
Inventor 李均杨卿
Owner BEIJING QIHOO TECH CO LTD
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