CN111329499A - Method, system, device and equipment for testing driving interference degree - Google Patents

Method, system, device and equipment for testing driving interference degree Download PDF

Info

Publication number
CN111329499A
CN111329499A CN202010169855.2A CN202010169855A CN111329499A CN 111329499 A CN111329499 A CN 111329499A CN 202010169855 A CN202010169855 A CN 202010169855A CN 111329499 A CN111329499 A CN 111329499A
Authority
CN
China
Prior art keywords
user
task
driving interference
test
driving
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202010169855.2A
Other languages
Chinese (zh)
Other versions
CN111329499B (en
Inventor
王夏鸣
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Volkswagen Mobvoi Beijing Information Technology Co Ltd
Original Assignee
Volkswagen Mobvoi Beijing Information Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Volkswagen Mobvoi Beijing Information Technology Co Ltd filed Critical Volkswagen Mobvoi Beijing Information Technology Co Ltd
Priority to CN202010169855.2A priority Critical patent/CN111329499B/en
Publication of CN111329499A publication Critical patent/CN111329499A/en
Application granted granted Critical
Publication of CN111329499B publication Critical patent/CN111329499B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/16Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/18Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state for vehicle drivers or machine operators
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/16Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/162Testing reaction times
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/16Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/163Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state by tracking eye movement, gaze, or pupil change

Abstract

The embodiment of the invention discloses a method, a system, a device and equipment for testing driving interference degree. The driving interference degree testing method comprises the following steps: in the process that a user executes a driving interference task, controlling a display screen to provide at least one test task for the user, wherein the display screen is arranged in a residual light area of a sight line of the user in a normal driving process; and determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task during the execution process of the driving interference task and/or after the execution of the driving interference task by the user is finished. According to the technical scheme of the embodiment of the invention, the driving interference degree of the driving interference task is evaluated from the side by utilizing the characteristic that the rod cells in the human eye residual light area are sensitive to weak light, the test cost is reduced, and the driving interference degree can be accurately evaluated.

Description

Method, system, device and equipment for testing driving interference degree
Technical Field
The embodiment of the invention relates to a stress detection technology, in particular to a method, a system, a device and equipment for testing driving interference degree.
Background
At present, the vehicle-mounted voice recognition system is widely applied to the automobile electronic industry, the design purpose is to pass through the vehicle-mounted software of voice control, the manual operation flow of a driver is reduced, the driving safety is improved, but the voice recognition effect of a product, the use flow, the supported function types and the hierarchy are different, the product experience is good and uneven, the uniform industry standard is not provided, the voice interaction process is complex in the practical use of a plurality of actual products, the operation efficiency can not be improved, the driver can be distracted, and the driving safety risk is caused.
For example, some voice functions are designed for operations that require eye-viewing, manual coordination, introduce distraction risks, which can be circumvented by explicit design specifications and user education; however, there are some factors that are difficult to evaluate, for example, although some functions are realized by voice in the whole process and do not need eyes to leave the front road surface, the mental burden of the driver is too heavy due to the factors such as too long voice operation task flow, too many errors, too long response time, too large voice feedback information amount, and the like, and the decision-making capability and the response time in the face of a road emergency are obviously affected, so that the evaluation of the driving interference degree of the voice tasks is very important.
In the prior art, the mental burden of a person is generally tested by professional complex measuring instruments such as heart rate and brain waves, so that the driving interference degree of a voice task is determined.
Disclosure of Invention
The embodiment of the invention provides a method, a system, a device and equipment for testing driving interference degree.
In a first aspect, an embodiment of the present invention provides a method for testing a driving interference degree, where the method includes:
in the process that a user executes a driving interference task, controlling a display screen to provide at least one test task for the user, wherein the display screen is arranged in a residual light area of a sight line of the user in a normal driving process;
and determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task during the execution process of the driving interference task and/or after the execution of the driving interference task by the user is finished.
In a second aspect, an embodiment of the present invention provides a driving interference degree testing system, where the system includes: the system comprises a display screen, a fingertip sensor, a camera and a control terminal, wherein the display screen, the fingertip sensor and the camera are connected with the control terminal;
the display screen is used for providing at least one test task for the user in the process of executing the driving interference task by the user;
the fingertip sensor is used for sending the touch response initiated by the user to the control terminal;
the camera is used for collecting a user behavior video and sending the user behavior video to the control terminal when the display screen displays the test graph;
the control terminal is used for executing the driving interference degree testing method provided by any embodiment of the invention.
In a third aspect, an embodiment of the present invention further provides a device for testing a driving interference degree, where the device includes:
the display screen control module is used for controlling the display screen to provide at least one test task for the user in the process of executing the driving interference task by the user, wherein the display screen is arranged in a residual light area of a sight line in the normal driving process of the user;
and the driving interference degree determining module is used for determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task in the execution process and/or after the execution of the driving interference task by the user is finished.
In a fourth aspect, an embodiment of the present invention further provides an electronic device, including:
one or more processors;
a memory for storing one or more programs;
when the one or more programs are executed by the one or more processors, the one or more processors implement the method for testing the driving interference degree provided by any embodiment of the invention.
In a fifth aspect, an embodiment of the present invention further provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements the method for testing the driving interference degree provided in any embodiment of the present invention.
According to the technical scheme of the embodiment of the invention, in the process of executing the driving interference task by the user, the display screen is controlled to display at least one test task in the user's residual light area, and finally the driving interference degree of the driving interference task to the user is determined according to the user response fed back by each test task in the process of executing the driving interference task and/or after the execution is finished.
Drawings
Fig. 1 is a flowchart of a method for testing driving interference according to a first embodiment of the present invention;
fig. 2 is a flowchart of a driving interference degree testing method according to a second embodiment of the present invention;
fig. 3 is a flowchart of a method for testing driving interference according to a third embodiment of the present invention;
fig. 4 is a schematic structural diagram of a driving interference degree test system according to a fourth embodiment of the present invention;
fig. 5 is a schematic view of a driving interference degree testing device in the fifth embodiment of the present invention;
fig. 6 is a schematic structural diagram of an apparatus according to a sixth embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the invention and are not limiting of the invention. It should be further noted that, for the convenience of description, only some of the structures related to the present invention are shown in the drawings, not all of the structures.
Example one
Fig. 1 is a flowchart of a method for testing driving interference level according to a first embodiment of the present invention, where the technical solution of this embodiment is suitable for a situation where driving interference level is evaluated according to feedback of a user to a test task, and the method may be executed by a device for testing driving interference level, where the device may be implemented by software and/or hardware, and may be integrated in various general-purpose computer devices, and specifically includes the following steps:
and 110, controlling a display screen to provide at least one test task for the user in the process of executing the driving interference task by the user, wherein the display screen is arranged in the residual light area of the sight line of the user in the normal driving process.
The driving interference task is a task which needs to occupy a part of the mind of a user to complete in the process of driving a vehicle by the user, and can be exemplarily called by a voice interaction system in the process of driving the user; the test task is a task for testing the driving interference degree of the driving interference task, and illustratively, the test task can be a task for displaying test contents in an eye residual light region by utilizing the characteristic that rod cells in the eye residual light region are sensitive to weak light and determining the driving interference degree of the currently executed driving interference task according to the response of a user to the test contents.
In the embodiment, vehicle simulation driving is performed in the driving simulator, in a simulation driving environment, vehicles do not exist on the road, or traffic flow keeping constant vehicle density and speed exists, the route covers conventional driving behaviors such as left turning, right turning, traffic light waiting and the like, a user keeps the vehicle to drive at a constant speed of 60km/h, and in order to test the driving interference degree of the driving interference task, the user is prompted to execute the driving interference task in the process of simulating driving the vehicle by the user. For example, during the simulated driving of the vehicle by the user, the user may be prompted to perform the driving interference task by voice, for example, by playing "please send the short message through the voice interaction system", so as to prompt the user to perform the operation of sending the short message through the voice interaction system.
In the process that a user executes a driving interference task, a display screen arranged in a residual light area of a sight line of the user in a normal driving process is controlled, and a plurality of test tasks are provided for the user according to a set period, so that the driving interference degree test of the currently executed driving interference task is realized. Illustratively, in the process of executing the driving interference task by the user, a display screen arranged in an area with the remained light realized by the user is controlled, a test task is displayed at a random time point in each period by taking 3 seconds as a period, and the display duration of the test task is set to be a random value within 0.2-2 seconds, wherein the test task can be a random figure, such as a triangle, a circle or a rectangle, and the like, and the color of the figure randomly appears, such as a yellow triangle, a red circle or a green rectangle, and the like.
The driver's sight line direction is the direction of a ray where the line connecting the eye brow center of the driver and the sight line falling point is located, the measurement form of the sight line direction is the form of sight line coordinates, for example, the sight line coordinates are (α, γ), where α and γ respectively indicate the included angles between the driver's sight line direction and the X axis of the coordinate system, the Y axis and the Z axis, that is, the driver's sight line direction is α degrees from the X axis of the coordinate system, β degrees from the Y axis of the coordinate system, and γ from the Z axis of the coordinate system, the sight line coordinates are located in the coordinate system with the eye brow center of the driver as the origin of coordinates, the direction right in front of the vehicle head is the X axis, the vehicle transverse direction is the Y axis, and the gravity direction is the Z axis.
Optionally, the driving interference task includes: and (5) voice interaction tasks.
In this optional embodiment, a specific form of the driving interference task is provided, and is a voice interaction task, for example, the driving interference task may be a task of making a call, starting navigation, listening to music, or sending a short message through a voice interaction system in a user simulated driving process.
And step 120, determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task during the execution process of the driving interference task and/or after the execution is finished.
In this embodiment, the driving interference degree of the driving interference task is determined according to the user response fed back by each test task during and/or after the execution of the driving interference task by the user, and specifically, the driving interference degree of the driving interference task is comprehensively evaluated according to the response of the user to the test task during the execution of the driving interference task and the memory degree of the user to the test task after the execution of the driving interference task is finished.
For example, if the user observes the test task displayed on the display screen through the remaining light while performing the driving interference task, the touch response is sent to the control terminal through the fingertip sensor, the control terminal can calculate the reaction time of the user according to the starting display time of the test task and the time of receiving the touch response, the reaction time can evaluate the driving interference degree of the driving interference task to a certain degree, after the user performs the driving interference task, the user's degree of memory of the test task, for example, the test task is a test pattern having a certain order, shape and color, the memory accuracy of the sequence, shape and color of the test pattern by the user can be tested, the driving interference degree of the driving interference task can be evaluated to a certain degree by the memory accuracy, and finally the driving interference degree of the driving interference task can be evaluated together according to the reaction time and the memory accuracy of the user.
According to the technical scheme of the embodiment of the invention, in the process of executing the driving interference task by the user, the display screen is controlled to display at least one test task in the user's residual light area, and finally the driving interference degree of the driving interference task to the user is determined according to the user response fed back by each test task in the process of executing the driving interference task and/or after the execution is finished.
Example two
Fig. 2 is a flowchart of a method for testing a driving interference degree according to a second embodiment of the present invention, which is further detailed based on the second embodiment of the present invention, and provides specific steps for determining the driving interference degree of a driving interference task to a user according to a user response fed back by each test task during and/or after the execution of the driving interference task by the user. The following describes a method for testing driving interference degree according to a second embodiment of the present invention with reference to fig. 2, including the following steps:
step 210, in the process of executing the driving interference task by the user, controlling the display screen to provide at least one test task for the user, wherein the display screen is arranged in the residual light area of the sight line of the user in the normal driving process.
Optionally, the test task includes: at least one test pattern of a set shape and color, and a test pattern of a display order and color of each test pattern.
In this alternative embodiment, a specific test task is provided, and the form of the test task is a plurality of test patterns with set shapes and colors, and the appearance sequence of each test pattern. For example, a yellow triangle, a red circle, and a green rectangle may be sequentially displayed in the display screen according to a set period.
Step 220, in the process of executing the driving interference task by the user, obtaining a touch response fed back after the user observes each test pattern through the surplus light.
In this embodiment, in the process of executing the driving interference task by the user, if the currently displayed test pattern is observed through the remaining light, the index finger may be used to touch the thumb, the fingertip sensor is instructed to feed back a touch response to the control terminal, which indicates that the user has observed the currently displayed test pattern, and the control terminal receives the touch response, which may be used to determine the reaction time of the user for the test task.
And step 230, calculating the reaction time of the user to each test pattern according to the touch response.
In this embodiment, after receiving a touch response sent by a user through a fingertip sensor, the reaction time of the user to each test pattern is calculated according to the touch response. Illustratively, when the touch response is received, the receiving time of the touch response is recorded, and the time difference between the receiving time and the display time of the corresponding test pattern is calculated as the reaction time of the user to the current test pattern.
Optionally, calculating the reaction time of the user to each test pattern according to the touch response includes:
acquiring response time of touch response according to the touch response;
calculating the difference between the response time and the starting display time of the test pattern;
and judging whether the difference value is within a set interval, if so, taking the difference value as the reaction time of a user to the currently displayed test pattern, and otherwise, setting the difference value as invalid.
In this optional embodiment, a specific way of calculating the response time of the user to the test pattern is provided, first, according to a touch response sent by the user through a fingertip sensor, obtaining a response time of the touch response, that is, a time of receiving the touch response, then, calculating a difference between the response time and a display start time of the test pattern corresponding to the response time, and determining whether the difference is within a set interval, if so, taking the difference as the response time of the user to the currently displayed test pattern, and if not, indicating that the short response time of the user may be a false touch, or the too long response time may be ignored by the user, and the difference at this time cannot represent the response time of the user, so that the difference is set as invalid.
For example, after receiving a touch response sent by a user through a fingertip sensor, the control terminal determines a response time corresponding to the touch response, and calculates a difference between the response time and a display start time of a test pattern corresponding to the response time, and if the difference is less than 20 milliseconds or greater than 3 seconds, the difference is set as invalid, and if the difference is between 20 milliseconds and 3 seconds, for example, 1.5 seconds, the user response time is 1.5 seconds.
And step 240, after the user executes the driving interference task, acquiring memory result data fed back by the user to at least one of the shape, the sequence and the color of each test pattern observed by the remained light.
In this embodiment, after the user executes the driving interference task, the control terminal performs a memory test on the user according to the test pattern displayed on the display screen during the execution of the driving interference task, where the specific test content may include at least one of a shape, a sequence, and a color of the test pattern, and finally obtains memory result data fed back by the user.
Optionally, obtaining the memory result data fed back by the user to at least one of the shape, the sequence and the color of each test pattern observed by the remaining light, includes:
performing a memory test on the user for at least one of a shape, an order and a color of the test pattern;
and acquiring memory result data fed back by the user to at least one of the shape, the sequence and the color of each test pattern observed by the residual light.
In this optional embodiment, a specific way of obtaining the memory result data is provided, where a memory test is performed on the user according to at least one of the shape, the order, and the color of the test pattern, and at least one of the shape, the order, and the color of each test pattern, which is observed by the afterglow and fed back by the user, is obtained. For example, after the user executes the driving interference task, a plurality of graphic shapes can be displayed on the screen of the control terminal at the same time, the user needs to sequentially select the test graphic shapes appearing in the display screen according to self memory, then, a plurality of colors are displayed on the screen of the control terminal, the user selects the graphic colors appearing in the display screen according to self memory, and finally, the graphic shapes, the sequence and the graphic colors selected by the user are used as memory result data.
And step 250, determining the driving interference degree of the driving interference task to the user according to the reaction time and the memory result data.
In the embodiment, the driving interference degree of the driving interference task to the user is determined through the reaction time of the user for the test task when the driving interference task is executed and the memory result data fed back by the user for the test task after the driving interference task is executed. For example, the reaction times of a plurality of test tasks can be averaged to obtain an average reaction time, the memory accuracy is calculated according to the memory result data, and finally the driving interference degree is determined by the average reaction time and the memory accuracy.
Optionally, determining the driving interference degree of the driving interference task to the user according to the reaction time and the memory result data, including:
calculating the average value of the reaction time of the user aiming at the plurality of test patterns to obtain the average reaction time;
calculating a memory accuracy according to the memory result data, wherein the memory accuracy comprises at least one of a shape accuracy, a color accuracy and a sequence accuracy;
and calculating and determining the driving interference degree of the driving interference task to the user according to the average reaction time and the memory accuracy.
In this optional embodiment, a specific manner of determining the driving interference degree according to the reaction time and the memory result data is provided, and first, an average value of the reaction time of the user for a plurality of test patterns is calculated, specifically, when the driving interference task takes a long time and the test patterns displayed on the display screen are more, the maximum value and the minimum value of the plurality of reaction times can be removed, and the remaining reaction times are averaged to obtain a more general average reaction time; further, comparing the memory result data fed back by the user with the display records of the display screen, calculating the memory accuracy, specifically, respectively calculating the shape accuracy, the color accuracy and the sequence accuracy fed back by the user, and finally calculating and determining the driving interference degree of the driving interference task to the user according to the average reaction time and the memory accuracy.
The specific calculation mode of the shape accuracy is that the ratio of the number of graphs with shapes matched with the actual shapes of the display screen in the memory result data fed back by the user to the number of all test graphs actually displayed by the display screen when the driving interference task is executed is obtained and used as the shape accuracy; the specific calculation mode of the sequence accuracy is that the ratio of the number of every two adjacent figure pairs with the correct sequence to the number of every two adjacent figure pairs actually appearing on the display screen; the specific calculation method of the color accuracy is to calculate the ratio of the number of colors matched with the actually appearing colors in the memory result data to the number of the actually appearing colors as the color accuracy.
Optionally, calculating and determining the driving interference degree of the driving interference task to the user according to the average reaction time and the memory accuracy, including:
calculating the driving interference degree according to the average reaction time, the shape accuracy, the color accuracy and the sequence accuracy, wherein the specific calculation mode is as follows:
Figure BDA0002408811050000111
where α, γ, η are adjustable parameters, t is the average reaction time, X is the shape accuracy, Y is the order accuracy, and Z is the color accuracy.
In this optional embodiment, a method for calculating the driving interference degree according to the average reaction time, the shape accuracy, the color accuracy, and the sequence accuracy is provided, and the specific calculation method is as follows:
Figure BDA0002408811050000121
where α, γ, η are adjustable parameters, t is the average reaction time, X is the shape accuracy, Y is the order accuracy, and Z is the color accuracy.
It is noted that the adjustment mode of the adjustable parameters α, γ, η is specifically that t, X, Y, Z measured when the user does not perform the driving interference task are used as baseline data, and the adjustable parameters are adjusted to make the deviation of the value of the driving interference degree S larger than 20% when the calculation result of the driving interference task is compared with that when the driving interference task is not performed, so that the score difference of the driving interference degree is significant enough, and the subsequent test comparison is convenient.
According to the technical scheme of the embodiment of the invention, in the process of executing the driving interference task by the user, the display screen is controlled to display at least one test task in the user's surplus light area, and then the driving interference degree of the driving interference task to the user is determined according to the reaction time of the user in the process of executing the driving interference task and the result data obtained after the execution of the driving interference task is finished.
EXAMPLE III
Fig. 3 is a flowchart of a method for testing driving interference level in a third embodiment of the present invention, which is further refined on the basis of the above embodiment, and provides specific steps for controlling a display screen to provide at least one test task to a user in a process that the user executes a driving interference task. In the third embodiment of the present invention, a method for testing a driving interference level is described with reference to fig. 3, which further includes the following steps:
and 310, when a task starting instruction of the driving interference task is detected, determining a target time interval according to the detection time of the task starting instruction.
In this embodiment, when the start instruction of the driving interference task is detected, in order to determine the start display time of the test task, first, a target time interval for displaying the test task is determined according to the detection time of the start instruction. Illustratively, when a task start instruction of a driving interference task is detected, a detection time of the task start instruction is acquired, for example, the detection time of the task start instruction is 9: 30: 00, determining a target time interval to be 9 according to the detection time: 30: 03, that is to say, 9: 30: 00-9: 30: the time interval of 03 can be used to display a test task.
And step 320, determining a target time point in the target time interval, and sending a test task display instruction to the display screen at the target time point to instruct the display screen to provide at least one test task for the user.
In this embodiment, after the target time interval is determined, a time point needs to be selected as a target time point according to a set rule, that is, the start display time of the test task, and a test task display instruction is sent to the display screen at the target time point, so as to instruct the display screen to provide at least one test task to a user. Illustratively, the target time point can be selected as any time point in the target time interval, so that the randomness of the test task display can be ensured, and the influence on the test accuracy caused by the test preparation formed by a user according to the display rule is avoided.
And 330, determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task in the execution process and/or after the execution of the driving interference task by the user.
Optionally, in order to further improve the test accuracy, the technical solution of this embodiment further includes:
receiving a user behavior video acquired by a camera when a display screen displays a test task;
calculating the sight direction of the user according to the user behavior video;
and when the sight direction of the user falls within the range of the display screen, setting the test task as invalid.
In this optional embodiment, a mode of monitoring whether the user observes the test task through the sight afterglow is provided, specifically, when the test task is displayed on the display screen, the control terminal receives a user behavior video acquired by the camera, specifically includes an action of observing the test task by the user, calculates the sight direction of the user according to the user behavior video, and when the sight direction of the user falls within the range of the display screen, it indicates that the user does not observe the test task through the sight afterglow at the moment, and the test accuracy is affected, so that the test task is set to be invalid. For example, when the sight line direction of the user falls within the range of the display screen, the touch response sent by the user is controlled to be received, the touch response is set to be invalid, and the response time for receiving the touch response is not recorded.
The technical scheme of the embodiment of the invention prompts a user to execute a driving interference task in the process of simulating the driving of a vehicle by the user, controls the display screen to display at least one test task in the user afterglow area at any moment of a set period in the process of executing the driving interference task by the user, and finally determines the driving interference degree of the driving interference task to the user according to the user response fed back by each test task in the executing process of the driving interference task and/or after the execution is finished, on one hand, the problems of high cost and complex installation of driving interference degree test equipment in the prior art are solved, on the other hand, the driving interference degree of the driving interference task is evaluated from the side by utilizing the characteristic that rod cells in the afterglow area of human eyes are sensitive to weak light, the test cost is reduced, on the other hand, a test pattern is displayed at any moment of the set period, the driving interference degree can be evaluated under the condition that a user does not prepare, and the evaluation accuracy is improved.
Example four
Fig. 4 is a schematic structural diagram of a driving interference degree test system according to a fourth embodiment of the present invention, where the driving interference degree test system includes: display screen 1, fingertip sensor 2, camera 3 and control terminal 4, wherein, display screen 1, fingertip sensor 2 and camera 3 are connected with control terminal 4.
The display screen 1 is used for providing at least one test task for a user in the process of executing a driving interference task.
The display screen 1 is used for displaying at least one test task according to a set display rule in the process of executing a driving interference task by a user, and is noteworthy in that the display screen 1 is arranged in an afterglow area of a visual field right in front of a driver of the driving simulator, exemplarily, the display screen 1 is arranged at a left junction of a central control table top and a front windshield, and the display can be installed facing the windshield, so that the user can observe the test task reflected by the windshield, and can also be installed facing the user, so that the user can directly observe the test task, wherein the display screen 1 can be a small-size LCD display screen.
And the fingertip sensor 2 is used for sending a touch response initiated by the user to the control terminal 4.
The fingertip sensor 2 is used for sending a touch response initiated by a user to the control terminal 4 in the process of executing the driving interference task. Illustratively, after entering the driving simulator, the user puts the fingertip sensor 2 on the index finger, and during the driving interference task, if the test task of the display screen is observed through the residual light, the fingertip sensor 2 responds to the thumb touching the index finger, and sends the touching response to the control terminal 4.
And the camera 3 is used for acquiring a user behavior video when the test graph is displayed on the display screen and sending the user behavior video to the control terminal 4.
The camera 3 is used for recording a video of the user behavior when the test graph is displayed on the display screen, acquiring a video of the user behavior, and sending the video to the control terminal 4 so as to monitor whether the test behavior of the user meets the specification. Wherein the camera 3 is erected above the instrument desk.
And the control terminal 4 is used for the driving interference degree testing method provided by any embodiment of the invention.
The control terminal 4 is used for prompting a user to execute a driving interference task in the process of simulating the driving of a vehicle by the user, controlling the display screen 1 to provide at least one test task for the user in the process of executing the driving interference task by the user, and determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task in the executing process of the driving interference task and/or after the execution is finished by the user. Illustratively, the control terminal 4 may be a PC computer or the like, and the display screen 1, the fingertip sensor 2 and the camera 3 are connected with the control terminal 4 through a network or a USB cable.
According to the technical scheme of the embodiment of the invention, in the process of executing the driving interference task by the user, the display screen is controlled to display at least one test task in the user's residual light area, and finally the driving interference degree of the driving interference task to the user is determined according to the user response fed back by each test task in the process of executing the driving interference task and/or after the execution is finished.
EXAMPLE five
Fig. 5 is a schematic structural diagram of a driving interference degree testing device according to a fifth embodiment of the present invention, where the driving interference degree testing device includes: a display screen control module 510, and a driving disturbance degree determination module 520.
A display screen control module 510, configured to control a display screen to provide at least one test task to a user in a process of the user performing the driving interference task, where the display screen is disposed in a afterglow area of a sight line of the user in a normal driving process;
and a driving interference degree determining module 520, configured to determine, according to the user response fed back by each test task during and/or after the execution of the driving interference task by the user, a driving interference degree of the driving interference task to the user.
According to the technical scheme of the embodiment of the invention, in the process of executing the driving interference task by the user, the display screen is controlled to display at least one test task in the user's residual light area, and finally the driving interference degree of the driving interference task to the user is determined according to the user response fed back by each test task in the process of executing the driving interference task and/or after the execution is finished.
Optionally, the driving interference task includes: and (5) voice interaction tasks.
Optionally, the display screen control module 510 includes:
the target time interval determining unit is used for determining a target time interval according to the detection time of the task starting instruction when the task starting instruction of the driving interference task is detected;
and the task display instruction sending unit is used for determining a target time point in the target time interval and sending a test task display instruction to the display screen under the target time point so as to instruct the display screen to provide the at least one test task for the user.
Optionally, the test task includes: setting at least one test pattern of shape and color, and displaying sequence of each test pattern.
Optionally, the driving interference determining module 520 includes:
the touch response acquisition unit is used for acquiring a touch response fed back after the user observes each test graph through the residual light in the process of executing the driving interference task by the user;
the reaction time calculation unit is used for calculating the reaction time of the user to each test pattern according to the touch response;
the memory result data acquisition unit is used for acquiring memory result data fed back by the user to at least one of the shape, the sequence and the color of each test pattern observed by the user through the residual light after the user executes the driving interference task;
and the driving interference degree determining unit is used for determining the driving interference degree of the driving interference task to the user according to the reaction time and the memory result data.
Optionally, the reaction time calculating unit includes:
the response time acquisition subunit is used for acquiring the response time of the touch response according to the touch response;
a difference calculating subunit, configured to calculate a difference between the response time and a display start time of the test pattern;
and the reaction time determining subunit is used for judging whether the difference is within a set interval, if so, taking the difference as the reaction time of the user on the currently displayed test graph, and otherwise, setting the difference as invalid.
Optionally, the memory result data obtaining unit includes:
a memory test subunit, configured to perform a memory test on the user according to at least one of a shape, an order, and a color of the test pattern;
and a memory result data acquiring subunit, configured to acquire memory result data fed back by the user to at least one of a shape, a sequence, and a color of each test pattern observed through the remaining light.
Optionally, the driving interference degree determining unit includes:
an average reaction time obtaining subunit, configured to calculate an average value of reaction times of the user for the plurality of test patterns, and obtain an average reaction time;
a memory accuracy calculation subunit, configured to calculate a memory accuracy according to the memory result data, where the memory accuracy includes at least one of a shape accuracy, a color accuracy, and a sequence accuracy;
and the driving interference degree calculation operator unit is used for calculating and determining the driving interference degree of the driving interference task to the user according to the average reaction time and the memory accuracy.
Optionally, the driving interference degree calculation subunit is specifically configured to:
calculating the driving interference degree according to the average reaction time, the shape accuracy, the color accuracy and the sequence accuracy, wherein the specific calculation mode is as follows:
Figure BDA0002408811050000191
where α, γ, η are adjustable parameters, t is the average reaction time, X is the shape accuracy, Y is the order accuracy, and Z is the color accuracy.
Optionally, the device for testing the driving interference degree further includes:
the user behavior video receiving module is used for receiving the user behavior video collected by the camera when the display screen displays the test task;
the sight direction calculation module is used for calculating the sight direction of the user according to the user behavior video;
and the test detection module is used for setting the test task as invalid when the sight direction of the user falls within the range of the display screen.
The driving interference degree testing device provided by the embodiment of the invention can execute the driving interference degree testing method provided by any embodiment of the invention, and has corresponding functional modules and beneficial effects of the execution method.
EXAMPLE six
Fig. 6 is a schematic structural diagram of an electronic device according to a sixth embodiment of the present invention, as shown in fig. 6, the electronic device includes a processor 60 and a memory 61; the number of processors 60 in the device may be one or more, and one processor 60 is taken as an example in fig. 6; the processor 60 and the memory 61 in the device may be connected by a bus or other means, as exemplified by the bus connection in fig. 6.
The memory 61 is a computer-readable storage medium, and can be used for storing software programs, computer-executable programs, and modules, such as program instructions/modules corresponding to a driving interference degree testing method in the embodiment of the present invention (for example, the display screen control module 510 and the driving interference degree determination module 520 in the driving interference degree testing device). The processor 60 executes various functional applications and data processing of the device by running software programs, instructions and modules stored in the memory 61, that is, implements the driving disturbance degree test method described above.
The method comprises the following steps:
in the process that the user executes the driving interference task, controlling a display screen to provide at least one test task for the user, wherein the display screen is arranged in a residual light area of a sight line of the user in the normal driving process;
and determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task during the execution process of the driving interference task and/or after the execution of the driving interference task by the user is finished.
The memory 61 may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, an application program required for at least one function; the storage data area may store data created according to the use of the terminal, and the like. Further, the memory 61 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other non-volatile solid state storage device. In some examples, the memory 61 may further include memory located remotely from the processor 60, which may be connected to the device over a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
EXAMPLE seven
An embodiment of the present invention further provides a computer-readable storage medium having stored thereon a computer program, which when executed by a computer processor, is configured to perform a method for testing a driving disturbance level, the method including:
in the process that the user executes the driving interference task, controlling a display screen to provide at least one test task for the user, wherein the display screen is arranged in a residual light area of a sight line of the user in the normal driving process;
and determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task during the execution process of the driving interference task and/or after the execution of the driving interference task by the user is finished.
From the above description of the embodiments, it is obvious for those skilled in the art that the present invention can be implemented by software and necessary general hardware, and certainly, can also be implemented by hardware, but the former is a better embodiment in many cases. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which may be stored in a computer-readable storage medium, such as a floppy disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a FLASH Memory (FLASH), a hard disk or an optical disk of a computer, and includes several instructions for enabling a computer device (which may be a personal computer, a server, or a network device) to execute the methods according to the embodiments of the present invention.
It should be noted that, in the embodiment of the driving interference degree testing apparatus, each unit and each module included in the embodiment are only divided according to functional logic, but are not limited to the above division, as long as the corresponding function can be realized; in addition, specific names of the functional units are only for convenience of distinguishing from each other, and are not used for limiting the protection scope of the present invention.
It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present invention and the technical principles employed. It will be understood by those skilled in the art that the present invention is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the invention. Therefore, although the present invention has been described in greater detail by the above embodiments, the present invention is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present invention, and the scope of the present invention is determined by the scope of the appended claims.

Claims (20)

1. A method for testing driving interference degree is characterized by comprising the following steps:
in the process that a user executes a driving interference task, controlling a display screen to provide at least one test task for the user, wherein the display screen is arranged in a residual light area of a sight line of the user in a normal driving process;
and determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task during the execution process of the driving interference task and/or after the execution of the driving interference task by the user is finished.
2. The method of claim 1, wherein the driving disturbance task comprises: and (5) voice interaction tasks.
3. The method of claim 1, wherein controlling the display screen to provide at least one test task to the user during performance of the driving disturbance task by the user comprises:
when a task starting instruction of the driving interference task is detected, determining a target time interval according to the detection time of the task starting instruction;
and determining a target time point in the target time interval, and sending a test task display instruction to the display screen at the target time point to instruct the display screen to provide the at least one test task for the user.
4. The method of claim 1, wherein the test task comprises: setting at least one test pattern of shape and color and the display sequence of each test pattern;
determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task in the process of executing the driving interference task by the user and/or after the user is finished, wherein the determining comprises the following steps:
in the process that the user executes the driving interference task, acquiring a touch response fed back after the user observes each test pattern through the surplus light;
calculating the reaction time of the user to each test graph according to the touch response;
after the user finishes the driving interference task, acquiring memory result data fed back by the user to at least one of the shape, the sequence and the color of each test pattern observed by the user through the residual light;
and determining the driving interference degree of the driving interference task to the user according to the reaction time and the memory result data.
5. The method of claim 4, wherein calculating the user's reaction time to each test pattern based on the touch responses comprises:
acquiring response time of the touch response according to the touch response;
calculating a difference between the response time and a start display time of the test pattern;
and judging whether the difference is within a set interval, if so, taking the difference as the reaction time of the user to the currently displayed test pattern, and if not, setting the difference as invalid.
6. The method of claim 5, wherein obtaining memory result data of the user's feedback on at least one of shape, order and color of each test pattern observed through the remaining light comprises:
performing a memory test on the user for at least one of a shape, an order and a color of the test pattern;
and acquiring memory result data fed back by the user to at least one of the shape, the sequence and the color of each test pattern observed by the residual light.
7. The method of claim 6, wherein determining the driving interference degree of the driving interference task to the user according to the reaction time and the memory result data comprises:
calculating the average value of the reaction time of the user aiming at the plurality of test patterns to obtain the average reaction time;
calculating a memory accuracy according to the memory result data, wherein the memory accuracy comprises at least one of a shape accuracy, a color accuracy and a sequence accuracy;
and calculating and determining the driving interference degree of the driving interference task to the user according to the average reaction time and the memory accuracy.
8. The method of claim 7, wherein calculating and determining the driving interference degree of the driving interference task to the user according to the average reaction time and the memory accuracy comprises:
calculating the driving interference degree according to the average reaction time, the shape accuracy, the color accuracy and the sequence accuracy, wherein the specific calculation mode is as follows:
Figure FDA0002408811040000031
where α, γ, η are adjustable parameters, t is the average reaction time, X is the shape accuracy, Y is the order accuracy, and Z is the color accuracy.
9. The method of claim 1, further comprising:
receiving a user behavior video acquired through a camera when the display screen displays the test task;
calculating the sight direction of the user according to the user behavior video;
and when the sight direction of the user falls within the range of the display screen, setting the test task as invalid.
10. A driving disturbance level test system, comprising: the system comprises a display screen, a fingertip sensor, a camera and a control terminal, wherein the display screen, the fingertip sensor and the camera are connected with the control terminal;
the display screen is used for providing at least one test task for the user in the process of executing the driving interference task by the user;
the fingertip sensor is used for sending the touch response initiated by the user to the control terminal;
the camera is used for collecting a user behavior video and sending the user behavior video to the control terminal when the display screen displays the test graph;
the control terminal is used for executing the driving interference degree testing method of any one of claims 1 to 9.
11. A driving interference degree testing device is characterized by comprising:
the display screen control module is used for controlling the display screen to provide at least one test task for a user in the process of executing a driving interference task by the user, wherein the display screen is arranged in a residual light area of a sight line in the normal driving process of the user;
and the driving interference degree determining module is used for determining the driving interference degree of the driving interference task to the user according to the user response fed back by each test task in the execution process and/or after the execution of the driving interference task by the user is finished.
12. The apparatus of claim 11, wherein the driving interference task comprises: and (5) voice interaction tasks.
13. The apparatus of claim 11, wherein the display screen control module comprises:
the target time interval determining unit is used for determining a target time interval according to the detection time of the task starting instruction when the task starting instruction of the driving interference task is detected;
and the task display instruction sending unit is used for determining a target time point in the target time interval and sending a test task display instruction to the display screen under the target time point so as to instruct the display screen to provide the at least one test task for the user.
14. The apparatus of claim 11, wherein the test task comprises: setting at least one test pattern of shape and color and the display sequence of each test pattern;
the driving interference degree determination module includes:
the touch response acquisition unit is used for acquiring a touch response fed back after the user observes each test graph through the residual light in the process of executing the driving interference task by the user;
the reaction time calculation unit is used for calculating the reaction time of the user to each test pattern according to the touch response;
the memory result data acquisition unit is used for acquiring memory result data fed back by the user to at least one of the shape, the sequence and the color of each test pattern observed by the user through the residual light after the user executes the driving interference task;
and the driving interference degree determining unit is used for determining the driving interference degree of the driving interference task to the user according to the reaction time and the memory result data.
15. The apparatus of claim 14, wherein the reaction time calculating unit comprises:
the response time acquisition subunit is used for acquiring the response time of the touch response according to the touch response;
a difference calculating subunit, configured to calculate a difference between the response time and a display start time of the test pattern;
and the reaction time determining subunit is used for judging whether the difference is within a set interval, if so, taking the difference as the reaction time of the user on the currently displayed test graph, and otherwise, setting the difference as invalid.
16. The apparatus according to claim 15, wherein the memory result data obtaining unit includes:
a memory test subunit, configured to perform a memory test on the user according to at least one of a shape, an order, and a color of the test pattern;
and a memory result data acquiring subunit, configured to acquire memory result data fed back by the user to at least one of a shape, a sequence, and a color of each test pattern observed through the remaining light.
17. The apparatus according to claim 16, wherein the driving interference degree determination unit includes:
an average reaction time obtaining subunit, configured to calculate an average value of reaction times of the user for the plurality of test patterns, and obtain an average reaction time;
a memory accuracy calculation subunit, configured to calculate a memory accuracy according to the memory result data, where the memory accuracy includes at least one of a shape accuracy, a color accuracy, and a sequence accuracy;
and the driving interference degree calculation operator unit is used for calculating and determining the driving interference degree of the driving interference task to the user according to the average reaction time and the memory accuracy.
18. The apparatus of claim 17, wherein the driving disturbance degree calculation subunit is specifically configured to:
calculating the driving interference degree according to the average reaction time, the shape accuracy, the color accuracy and the sequence accuracy, wherein the specific calculation mode is as follows:
Figure FDA0002408811040000061
where α, γ, η are adjustable parameters, t is the average reaction time, X is the shape accuracy, Y is the order accuracy, and Z is the color accuracy.
19. The apparatus according to claim 11, wherein the driving disturbance degree test apparatus further comprises:
the user behavior video receiving module is used for receiving the user behavior video collected by the camera when the display screen displays the test task;
the sight direction calculation module is used for calculating the sight direction of the user according to the user behavior video;
and the test detection module is used for setting the test task as invalid when the sight direction of the user falls within the range of the display screen.
20. An electronic device, characterized in that the device comprises:
one or more processors;
a memory for storing one or more programs;
when executed by the one or more processors, cause the one or more processors to implement the method for testing driving interference according to any one of claims 1-9.
CN202010169855.2A 2020-03-12 2020-03-12 Method, system, device and equipment for testing driving interference degree Active CN111329499B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010169855.2A CN111329499B (en) 2020-03-12 2020-03-12 Method, system, device and equipment for testing driving interference degree

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010169855.2A CN111329499B (en) 2020-03-12 2020-03-12 Method, system, device and equipment for testing driving interference degree

Publications (2)

Publication Number Publication Date
CN111329499A true CN111329499A (en) 2020-06-26
CN111329499B CN111329499B (en) 2023-02-10

Family

ID=71174383

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010169855.2A Active CN111329499B (en) 2020-03-12 2020-03-12 Method, system, device and equipment for testing driving interference degree

Country Status (1)

Country Link
CN (1) CN111329499B (en)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130214998A1 (en) * 2010-09-21 2013-08-22 4Iiii Innovations Inc. Head-Mounted Peripheral Vision Display Systems And Methods
US20170213323A1 (en) * 2016-01-27 2017-07-27 Panasonic Automotive Systems Company Of America, Division Of Panasonic Corporation Of North America Human machine blur testing method
US10242584B1 (en) * 2015-04-10 2019-03-26 Andy Bevilacqua Cognitive function improvement system and method
US20190150727A1 (en) * 2017-11-14 2019-05-23 Vivid Vision, Inc. Systems and methods for vision assessment
US20200057487A1 (en) * 2016-11-21 2020-02-20 TeleLingo D/B/A dreyev Methods and systems for using artificial intelligence to evaluate, correct, and monitor user attentiveness

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130214998A1 (en) * 2010-09-21 2013-08-22 4Iiii Innovations Inc. Head-Mounted Peripheral Vision Display Systems And Methods
US10242584B1 (en) * 2015-04-10 2019-03-26 Andy Bevilacqua Cognitive function improvement system and method
US20170213323A1 (en) * 2016-01-27 2017-07-27 Panasonic Automotive Systems Company Of America, Division Of Panasonic Corporation Of North America Human machine blur testing method
US20200057487A1 (en) * 2016-11-21 2020-02-20 TeleLingo D/B/A dreyev Methods and systems for using artificial intelligence to evaluate, correct, and monitor user attentiveness
US20190150727A1 (en) * 2017-11-14 2019-05-23 Vivid Vision, Inc. Systems and methods for vision assessment
CN111587086A (en) * 2017-11-14 2020-08-25 维韦德视觉公司 Systems and methods for visual field analysis

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
SATORU TOKUDA, GORO OBINATA, TASUKU USUI, YASUHIRO INUZUKA, HIRO: "Measuring the Driver"s Mental Workload in the Peripheral Vision Area by using Vestibulo-Ocular Reflex", 《TRANSACTIONS OF SOCIETY OF AUTOMOTIVE ENGINEERS OF JAPAN》 *
TAKAOKA, S.; KAIZUKA, T.; BO YANG; NAKANO, K: "Evaluation of interfaces presenting information to a person in terms of visual fields and the amount of information provided", 《MECHANICAL ENGINEERING JOURNAL》 *

Also Published As

Publication number Publication date
CN111329499B (en) 2023-02-10

Similar Documents

Publication Publication Date Title
Čegovnik et al. An analysis of the suitability of a low-cost eye tracker for assessing the cognitive load of drivers
US9946334B2 (en) Method to determine driver workload function and usage of driver workload function for human-machine interface performance assessment
US20200073476A1 (en) Systems and methods for determining defects in visual field of a user
AU2013201418A1 (en) Aircrew training system
CN111248851B (en) Visual function self-testing method
KR101646720B1 (en) Human factors analysis and evaluation system for nuclear power plant
CN106256312A (en) Cognitive dysfunction evaluating apparatus
CN110974261B (en) Talent evaluation system, talent evaluation method and related products
CN105326471A (en) Children visual acuity testing device and testing method
CN112086196A (en) Method and system for multi-selective attention assessment and training
CN108256487B (en) Driving state detection device and method based on reverse dual-purpose
CN111329499B (en) Method, system, device and equipment for testing driving interference degree
KR20180109571A (en) Method and system for distinguishing optimal visual stimulation
US20170243507A1 (en) Filters and related methods of use in measuring reaction times
RU2529482C2 (en) Method for assessing information perception
CN111461012B (en) Personnel behavior monitoring method and system under air traffic control scene
CN112434573A (en) Method and device for evaluating spatial perception capability of driver
CN109484330B (en) Logistic model-based driving skill auxiliary improving system for novice driver
JP7079465B2 (en) Evaluation method and evaluation system for estimating intimacy with an object
CN113720578B (en) Experimental system and experimental method based on simulation dynamic task
RU2798899C1 (en) Method for assessing the functional readiness of the operator for activities provided by fine motor skills of the fingers
CN114403876B (en) Method and device for evaluating spatial color cognitive memory capacity, electronic equipment and medium
CN116269390B (en) Autism evaluation method, device, electronic device, and storage medium
US11587450B2 (en) Apparatus for evaluating contextual learning
Narayana EYE MOVEMENTS BEHAVIORS IN A DRIVING SIMULATOR DURING SIMPLE AND COMPLEX DISTRACTIONS

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant