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Traffic incident prediction method, device and terminal equipment

A traffic event and prediction method technology, applied in traffic flow detection, traffic control system, traffic control system of road vehicles, etc., can solve the problems of low accuracy of traffic events, limited sensor data, etc. full effect

Active Publication Date: 2021-07-30
SHENZHEN STREAMING VIDEO TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] In view of this, the embodiment of the present application provides a traffic event prediction method to solve the problem that the existing traffic event prediction method only predicts based on the data obtained by devices such as sensors installed on the road section, and the data obtained by the sensors is limited, which leads to The problem of low accuracy of traffic incident prediction

Method used

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  • Traffic incident prediction method, device and terminal equipment
  • Traffic incident prediction method, device and terminal equipment
  • Traffic incident prediction method, device and terminal equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0032] figure 1 A flow chart of a traffic event prediction method provided in Embodiment 1 of the present application is shown, which is described in detail as follows:

[0033] Step S11, collecting traffic data, which includes basic road network data and floating car data;

[0034] Specifically, collect traffic data in the road network equipment system, traffic vehicle system, and travel public system, for example, collect basic road network data of the road network equipment system, collect floating car data in the traffic vehicle system and travel public system, etc.

[0035] Optionally, the format of the collected traffic data is unified.

[0036] Specifically, since the formats of the traffic data of each system are different, unifying the formats of the traffic data collected from different systems helps to improve the efficiency of subsequent data processing.

[0037] Step S12, fusing the basic road network data and floating car data to obtain corresponding event feat...

Embodiment 2

[0064] Corresponding to the traffic event prediction method in Embodiment 1, Embodiment 2 of the present application provides a structural diagram of a traffic event prediction device. For ease of description, only parts related to the embodiment of the present application are shown.

[0065] The traffic event prediction device includes: a traffic data acquisition unit 21, an event feature determination unit 22, an event feature comparison unit 23, and a traffic event prediction unit 24, wherein:

[0066] Traffic data acquisition unit 21, used to collect traffic data, the traffic data includes basic road network data and floating car data;

[0067] Optionally, the traffic event prediction device includes:

[0068] The format unification unit is used to unify the format of the collected traffic data.

[0069] The event feature determination unit 22 is used to fuse the basic road network data and the floating car data to obtain corresponding event features;

[0070] Specifical...

Embodiment 3

[0093] image 3 It is a schematic diagram of a terminal device provided in Embodiment 3 of the present application. Such as image 3 As shown, the terminal device 3 in this embodiment includes: a processor 30 , a memory 31 , and a computer program 32 stored in the memory 31 and operable on the processor 30 . When the processor 30 executes the computer program 32, the steps in the embodiments of the above-mentioned traffic event prediction methods are realized, for example figure 1 Step S11 to step S14 are shown. Alternatively, when the processor 30 executes the computer program 32, it realizes the functions of the modules / units in the above-mentioned device embodiments, for example figure 2 Functions of modules 21 to 24 shown.

[0094] Exemplarily, the computer program 32 can be divided into one or more modules / units, and the one or more modules / units are stored in the memory 31 and executed by the processor 30 to complete this application. The one or more modules / units...

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Abstract

A traffic event prediction method, device, and terminal equipment, comprising: collecting traffic data, the traffic data including basic road network data and floating car data; fusing the basic road network data and floating car data to obtain corresponding event characteristics; The event feature is compared with the event feature of the predefined traffic event; if the event feature is the same as the event feature of the predefined traffic event, the traffic event corresponding to the event feature is used as the predicted traffic event. The above method can improve the accuracy of traffic event prediction.

Description

technical field [0001] The present application belongs to the technical field of traffic data processing, and in particular relates to a traffic event prediction method, device, terminal equipment, and computer-readable storage medium. Background technique [0002] With the development of the Internet and the Internet of Things, the interaction between data is faster, and intelligent transportation becomes possible. [0003] Intelligent Transportation System (Intelligent Transportation System, ITS) is a large-scale intelligent transportation system established by effectively integrating advanced information technology, data communication transmission technology, electronic sensor technology, control technology and computer technology into the entire ground traffic management system. It is a real-time, accurate and efficient comprehensive transportation management system that plays a role within a wide range and in all directions. [0004] The existing intelligent transporta...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G08G1/01
CPCG08G1/0112G08G1/0129G08G1/0133
Inventor 蒋新春刘文涛
Owner SHENZHEN STREAMING VIDEO TECH