CN113189955A - Intelligent networking automobile sensor testing method and system based on complex meteorological environment - Google Patents

Intelligent networking automobile sensor testing method and system based on complex meteorological environment Download PDF

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Publication number
CN113189955A
CN113189955A CN202110349999.0A CN202110349999A CN113189955A CN 113189955 A CN113189955 A CN 113189955A CN 202110349999 A CN202110349999 A CN 202110349999A CN 113189955 A CN113189955 A CN 113189955A
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environment
tested
test
intelligent
automobile
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何佳
郭蓬
杨建森
夏海鹏
曹展
李洪亮
车云龙
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China Automotive Technology and Research Center Co Ltd
CATARC Tianjin Automotive Engineering Research Institute Co Ltd
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China Automotive Technology and Research Center Co Ltd
CATARC Tianjin Automotive Engineering Research Institute Co Ltd
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • G05B23/0205Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0221Preprocessing measurements, e.g. data collection rate adjustment; Standardization of measurements; Time series or signal analysis, e.g. frequency analysis or wavelets; Trustworthiness of measurements; Indexes therefor; Measurements using easily measured parameters to estimate parameters difficult to measure; Virtual sensor creation; De-noising; Sensor fusion; Unconventional preprocessing inherently present in specific fault detection methods like PCA-based methods

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  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Traffic Control Systems (AREA)

Abstract

The invention provides an intelligent networking automobile sensor testing method and system based on a complex meteorological environment, which comprises the following steps: s100, connecting the intelligent networked automobile to be tested with a test platform; s200, providing driving behavior input for the intelligent networked automobile through a driving scene library of the test platform; s300, the testing platform controls the meteorological environment simulation device to provide a meteorological environment to be tested for the intelligent networking automobile sensor to be tested; s400, the test platform controls the movable test target according to test requirements, and the intelligent networking automobile sensor to be tested outputs a sensing signal according to the movable test target; s500, the intelligent networked automobile controller to be tested receives the sensing signal and outputs an automobile control signal according to the sensing signal. The invention has the beneficial effects that: the method and the system for testing the intelligent networked automobile sensors based on the complex meteorological environment are used for carrying out whole automobile testing on the plurality of sensors of the intelligent networked automobile, and solve the problems that in the prior art, only the plurality of sensors of the intelligent networked automobile are independently tested, and the testing reliability is low.

Description

Intelligent networking automobile sensor testing method and system based on complex meteorological environment
Technical Field
The invention belongs to the technical field of intelligent networking automobile testing, and particularly relates to an intelligent networking automobile sensor testing method and system based on a complex meteorological environment.
Background
Currently, the global automobile industry is developing towards the direction of electromotion and intelligent networking, and the development of electric automobiles and intelligent networking automobiles is receiving much attention. Especially, the intelligent networked automobile attracts a great deal of capital and labor cost investment of communication companies, internet enterprises, part suppliers and traditional whole automobile factories. The intelligent networked automobile integrates the intelligentization and networking technologies, and realizes the replacement of the driving operation of people by configuring the vehicle-mounted sensor, the communication module, the control module, the execution mechanism and the cloud platform on the automobile, namely the perception, control and execution technologies. The development of the intelligent networked automobile can improve the traffic efficiency, reduce the traffic accident rate and solve the problems of energy shortage, environmental pollution, traffic jam and the like.
For an intelligent networked automobile, as a technology for realizing driving behaviors by a machine instead of human beings, a first element of the technology is the safety of the intelligent networked automobile. For the intelligent networked automobile needs to be strictly tested in the development process, the ministry of industry and informatization, the ministry of public security and the department of transportation in China jointly issue intelligent networked automobile road test management regulations (trial implementation). The current intelligent network automobile road test is mostly operated based on common road types, basic road marks and good weather conditions. The working environment of the automobile is very complex, sensing equipment such as a millimeter wave radar, a laser radar, an ultrasonic radar, a camera and V2X carried on the automobile body are seriously influenced in performance under the complex meteorological condition, the performance of the sensing equipment is reduced, and serious disadvantages are caused to the safety of the intelligent internet automobile. Therefore, in the development process of the intelligent networked automobile product, the vehicle-mounted sensing equipment needs to be tested so as to ensure that the vehicle-mounted sensing equipment can reliably work under the complex meteorological condition and ensure the safety of the intelligent networked automobile.
The traditional intelligent network automobile road testing method is time-consuming and labor-consuming, and complex meteorological conditions are difficult to meet; although computer simulation based on a virtual environment can simulate the control coping strategy and environment of the intelligent networked automobile, the accuracy and the reliability of a simulation test result are insufficient due to the lack of support of actual performance parameters of a sensor and actual complex weather conditions, and the final test result is influenced.
Therefore, it is necessary to provide an intelligent network sensor testing method based on complex weather environment in combination with the current industry testing requirements.
Disclosure of Invention
In view of the above, the present invention is directed to a method and a system for testing an intelligent network-connected vehicle sensor based on a complex meteorological environment, so that the result of the method for testing the intelligent network-connected vehicle sensor is more accurate, and the testing process is more convenient.
In order to achieve the purpose, the technical scheme of the invention is realized as follows:
the scheme discloses a method for testing an intelligent networking automobile sensor based on a complex meteorological environment, which comprises the following steps:
s100, connecting the intelligent networked automobile to be tested with a test platform;
s200, providing driving behavior input for the intelligent networked automobile through a driving scene library of the test platform;
s300, the testing platform controls the meteorological environment simulation device to provide a meteorological environment to be tested for the intelligent networking automobile sensor to be tested;
s400, the test platform controls the movable test target according to test requirements, and the intelligent networking automobile sensor to be tested outputs a sensing signal according to the movable test target;
s500, receiving the sensing signal by the intelligent networked automobile controller to be tested, and outputting an automobile control signal according to the sensing signal;
s600, the test platform receives the sensing signals and the vehicle control signals, compares the sensing signals and the vehicle control signals with the movable target information and the preset control action, and outputs a complex environment test result of the intelligent networking automobile sensor to be tested.
Further, the meteorological environment to be measured provided by the meteorological environment simulation device comprises a rain environment, a fog environment and an illumination environment.
Further, step S300 specifically includes the following steps:
step S310, providing an illumination environment for the intelligent networking automobile sensor to be tested, testing the test result of the camera in the complex illumination environment, and entering step S320 after the test step S600 is completed;
step S320, providing a fog environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the fog environment, and entering step S330 after the test step S600 is completed;
and S330, providing a rain environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the rain environment, and stopping providing the meteorological environment to be tested after the test step S600 is completed.
Furthermore, the rain environment is realized through a water drop spray head, and the size, the water pressure and the flow of the water drop spray head can be adjusted; the fog environment is realized by a sprayer, and the pressure and the nozzle aperture of the sprayer are adjustable; the illumination environment is realized by the illuminating lamp and comprises strong light direct irradiation, dim light, light shadow and illumination intensity mutation.
Furthermore, the test platform is connected with the intelligent network connection automobile controller and comprises a driving scene library, and the driving scene library provides input of an accelerator, a brake, a vehicle speed and a steering signal for the intelligent network connection controller.
Furthermore, the movable test target comprises a dummy, an automobile simulation device and a road signboard.
The scheme of the second aspect discloses an intelligent networking automobile sensor testing system based on a complex meteorological environment, which comprises an intelligent networking automobile sensor, an intelligent networking automobile controller, a meteorological environment simulation device and a movable target, wherein a testing platform is connected with the testing platform;
connecting the intelligent networking automobile to be tested with a test platform; providing driving behavior input for the intelligent networked automobile through a driving scene library of the test platform; the test platform controls the meteorological environment simulation device to provide a meteorological environment to be tested for the intelligent networking automobile sensor to be tested; the test platform controls the movable test target according to the test requirement, and the intelligent networking automobile sensor to be tested outputs a sensing signal according to the movable test target; the intelligent network-connected automobile controller to be tested receives the sensing signal and outputs an automobile control signal according to the sensing signal; the test platform receives the sensing signals and the vehicle control signals, compares the sensing signals and the vehicle control signals with the movable target information and the preset control action, and outputs a complex environment test result of the intelligent network automobile sensor to be tested.
Further, the flow that test platform control meteorological environment analogue means provided the meteorological environment that awaits measuring for the intelligent networking automobile sensor that awaits measuring includes:
step 1, providing an illumination environment for an intelligent networking automobile sensor to be tested, testing a test result of a camera in a complex illumination environment, and entering step 2 after the test result is completed;
step 2, providing a fog environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the fog environment, and entering step 3 after the test results are completed;
and 3, providing a rain environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the rain environment, and stopping providing the meteorological environment to be tested after the test results are completed.
Compared with the prior art, the intelligent networking automobile sensor testing method and system based on the complex meteorological environment have the following beneficial effects:
(1) the method and the system for testing the intelligent networked automobile sensor based on the complex meteorological environment perform whole automobile testing on the plurality of sensors of the intelligent networked automobile, and solve the problems that in the prior art, only the plurality of sensors of the intelligent networked automobile are tested independently, and the testing reliability is low.
(2) According to the intelligent networking automobile sensor testing method and system based on the complex meteorological environment, only the driving behavior input is an analog signal, and the meteorological environment, the sensor, the controller and the testing target are all actual tests, so that road actual measurement can be avoided, cost is saved, and meanwhile, testing accuracy is guaranteed.
(3) According to the intelligent networking automobile sensor testing method and system based on the complex meteorological environment, the testing scheme for sequentially carrying out the illumination environment test, the fog environment test and the rain environment test is designed according to different characteristics of a plurality of sensors of the intelligent networking automobile, so that the time can be saved, and the testing operation is more convenient and faster; moreover, the meteorological environment of the invention can be flexibly adjusted.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate an embodiment of the invention and, together with the description, serve to explain the invention and not to limit the invention. In the drawings:
FIG. 1 is a schematic diagram illustrating a testing process of an intelligent networked automobile sensor according to an embodiment of the present invention;
FIG. 2 is a schematic diagram illustrating a further testing process of the intelligent networked automobile sensor according to the embodiment of the present invention;
fig. 3 is a schematic diagram of an intelligent networked automobile sensor test system according to an embodiment of the invention.
Detailed Description
It should be noted that the embodiments and features of the embodiments may be combined with each other without conflict.
The present invention will be described in detail below with reference to the embodiments with reference to the attached drawings.
As shown in fig. 1 to 3, the intelligent networking automobile sensor testing method based on the complex meteorological environment comprises the following steps:
s100, connecting the intelligent networked automobile to be tested with a test platform;
s200, providing driving behavior input for the intelligent networked automobile through a driving scene library of the test platform;
s300, the testing platform controls the meteorological environment simulation device to provide a meteorological environment to be tested for the intelligent networking automobile sensor to be tested;
s400, the test platform controls the movable test target according to test requirements, and the intelligent networking automobile sensor to be tested outputs a sensing signal according to the movable test target;
s500, receiving the sensing signal by the intelligent networked automobile controller to be tested, and outputting an automobile control signal according to the sensing signal;
s600, the test platform receives the sensing signals and the vehicle control signals, compares the sensing signals and the vehicle control signals with the movable target information and the preset control action, and outputs a complex environment test result of the intelligent networking automobile sensor to be tested.
The meteorological environment to be measured provided by the meteorological environment simulation device comprises a rain environment, a fog environment and an illumination environment.
Step S300 specifically includes the following steps:
step S310, providing an illumination environment for the intelligent networking automobile sensor to be tested, testing the test result of the camera in the complex illumination environment, and entering step S320 after the test step S600 is completed;
step S320, providing a fog environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the fog environment, and entering step S330 after the test step S600 is completed;
and S330, providing a rain environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the rain environment, and stopping providing the meteorological environment to be tested after the test step S600 is completed.
The rain environment is realized through the water drop spray head, and the size, the water pressure and the flow of the water drop spray head can be adjusted; the fog environment is realized by a sprayer, and the pressure and the nozzle aperture of the sprayer are adjustable; the illumination environment is realized by the illuminating lamp and comprises strong light direct irradiation, dim light, light shadow and illumination intensity mutation.
The test platform is connected with the intelligent networked automobile controller and comprises a driving scene library, and the driving scene library provides input of an accelerator, a brake, a vehicle speed and a steering signal for the intelligent networked automobile controller.
The movable test target comprises a dummy, an automobile simulation device and a road signboard.
The intelligent networking automobile sensor testing system based on the complex meteorological environment comprises an intelligent networking automobile sensor, an intelligent networking automobile controller, a meteorological environment simulation device and a movable target, wherein a testing platform is connected with the testing platform;
connecting the intelligent networking automobile to be tested with a test platform; providing driving behavior input for the intelligent networked automobile through a driving scene library of the test platform; the test platform controls the meteorological environment simulation device to provide a meteorological environment to be tested for the intelligent networking automobile sensor to be tested; the test platform controls the movable test target according to the test requirement, and the intelligent networking automobile sensor to be tested outputs a sensing signal according to the movable test target; the intelligent network-connected automobile controller to be tested receives the sensing signal and outputs an automobile control signal according to the sensing signal; the test platform receives the sensing signals and the vehicle control signals, compares the sensing signals and the vehicle control signals with the movable target information and the preset control action, and outputs a complex environment test result of the intelligent network automobile sensor to be tested.
The flow that test platform control meteorological environment analogue means provided the meteorological environment that awaits measuring for the intelligent networking automobile sensor that awaits measuring includes:
step 1, providing an illumination environment for an intelligent networking automobile sensor to be tested, testing a test result of a camera in a complex illumination environment, and entering step 2 after the test result is completed;
step 2, providing a fog environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the fog environment, and entering step 3 after the test results are completed;
and 3, providing a rain environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the rain environment, and stopping providing the meteorological environment to be tested after the test results are completed.
The first embodiment is as follows:
referring to the attached drawings, the invention discloses an intelligent networking automobile sensor testing method based on a complex meteorological environment, which comprises the following steps:
and S100, connecting the intelligent networking automobile to be tested with a test platform.
Specifically, the intelligent networking automobile to be tested needs to be placed in an experimental field, and each signal connecting line of the testing platform is connected with the intelligent networking automobile to be tested.
And step S200, providing driving behavior input for the intelligent networked automobile through the driving scene library of the test platform.
Specifically, the test platform can be connected with the intelligent networked automobile controller, the test platform comprises a driving scene library, and signals such as an accelerator, a brake, a speed, a steering and the like can be provided for the intelligent networked automobile controller, so that the driving behavior of the intelligent networked automobile is simulated, and the intelligent networked automobile controller considers that the current automobile is in a driving state of an actual road. The invention has the advantages that the driving scene library provides the simulated driving behavior input for the intelligent networked automobile to be tested, the actual test road is not needed, a dynamometer is not needed to be arranged in a laboratory for driving simulation, the driving behavior input is only an analog signal, other test conditions such as a complex meteorological environment, a vehicle-mounted sensor, a movable target and the like are all actual conditions, and the test precision is higher.
And step S300, the test platform controls the meteorological environment simulation device to provide a meteorological environment to be tested for the intelligent networking automobile sensor to be tested.
Firstly, the vehicle-mounted sensor and the characteristics of the intelligent networked automobile are analyzed.
1. The laser radar acquires reflection information by emitting a laser beam to generate a target multi-dimensional image, however, the laser can be seriously attenuated in weather such as rain, snow, fog and haze, the transmission distance can be reduced, and the detection range and the detection precision of the laser radar can be influenced.
2. The millimeter wave radar generates a target image by emitting millimeter waves and receiving reflected signals, and the millimeter wave radar is similar to the laser radar, so that the detection range and the detection precision are reduced in weather such as rain, snow, fog, haze and the like.
3. The transmission speed and the transmission distance of the ultrasonic radar are reduced in rain, snow, fog and haze, particularly in a rain and snow environment.
4. The camera obtains information through catching object shape, but the meteorological environment that illumination, sleet and haze etc. caused the influence to visibility all can cause the influence to camera collection precision and detection range.
Of course, the sensors of the smart networked automobile also include an IMU inertial navigation sensor, a GPS positioning sensor, a communication module, etc., but these devices are less affected by the complex weather environment and are therefore outside the testing scope of the present invention.
In view of this, the meteorological environment to be tested in the invention preferably selects the factors which have great influence on the intelligent networked automobile sensor, and for the convenience of testing, the meteorological environment to be tested comprises three environments of rain, fog and illumination. Wherein, unify the environment that merges the rain with the environment of snow and test, merge the environment of haze to the environment of fog, can reduce the test procedure like this.
Specifically, the rain environment is achieved by a water droplet spray head. The size of the water drop spray head can be adjusted, and the water drop spray head is used for simulating different raindrops; and can adjust water pressure, flow for adjust rainfall.
The mist environment is achieved by a nebulizer. The pressure of the atomizer and the nozzle aperture are adjustable for adjusting the concentration and visibility of the mist.
The illumination environment is realized by the illuminating lamp and comprises strong light direct irradiation, dim light, light shadow and sudden change of illumination intensity. Highlight direct irradiation is used for judging the detection performance of camera under stronger light, and dim light is used for judging the detection performance of camera at the night condition, and the shadow is used for the detection performance in the illumination incomplete condition that has trees to lead to, and the illumination intensity sudden change is then the detection performance that is used for judging the light sudden change when passing in and out the tunnel.
Specifically, step S300 specifically includes the following steps:
step S310, providing an illumination environment for the intelligent networking automobile sensor to be tested, testing the test result of the camera in the complex illumination environment, and entering step S320 after the test is finished.
Step S320, providing a fog environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the fog environment, and entering step S330 after the test is finished.
And S330, providing a rain environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the rain environment, and stopping providing the meteorological environment to be tested after the test is finished.
Based on the testing steps S310-S330 of the invention, in the step S310, no influence exists on the intelligent networking automobile to be tested after the illumination test is finished, so the method is put in the first step; subsequently, in step S320, a fog environment test is performed, which may cause moisture influence on the sensor, and therefore, the process is performed in the second step; in step S330, a rain environment test is performed, and in this process, the influence of moisture caused by the fog environment test in step S320 is negligible. If the sequence of the steps is adjusted, the intelligent networked automobile to be tested needs to be dried and wiped, so that the testing progress is influenced, and the testing process is increased. The test method can realize rapid, convenient and low-cost measurement of the performance of the intelligent networking automobile sensor to be tested in the complex meteorological environment.
And S400, controlling the movable test target by the test platform according to the test requirement, and outputting a sensing signal by the intelligent networking automobile sensor to be tested according to the movable test target.
Specifically, the movable test target can comprise a dummy, an automobile simulation device and a road signboard and is limited by site size factors, and the intelligent internet vehicle to be tested is actually in a static state, so that the test is simulated through the movable test target. The test of the invention is the sensor test of the whole intelligent networking automobile, and the test target is also an actual target and is not a simulation signal, thus being capable of providing the accuracy of the performance test of the intelligent networking automobile sensor in a complex environment.
And S500, receiving the sensing signal by the intelligent networked automobile controller to be tested, and outputting an automobile control signal according to the sensing signal.
Specifically, the intelligent networked automobile controller to be tested receives input of sensor sensing signals in a complex environment scene, judges according to the sensing signals and outputs vehicle control signals.
And S600, the test platform receives the sensing signals and the vehicle control signals, compares the sensing signals and the vehicle control signals with the movable target information and the preset control action, and outputs a complex environment test result of the intelligent networking automobile sensor to be tested.
In one embodiment of the invention, the test platform is connected with the intelligent networking automobile sensor to be tested, and a sensing signal is directly obtained from the intelligent networking automobile sensor to be tested; or the test platform is not connected with the intelligent networking automobile sensor to be tested, only connected with the intelligent networking automobile controller to be tested, and receives the sensing signal from the intelligent networking automobile controller to be tested.
The invention has the advantages that the sensing signals are compared, the controller judges whether the vehicle control signals output by the multi-sensor sensing signals are correct or not under the complex meteorological environment, the method is closer to the actual running condition of the intelligent networked automobile, and the test precision is higher.
Example two:
referring to the attached drawings, the intelligent networking automobile sensor testing system based on the complex meteorological environment comprises an intelligent networking automobile sensor, an intelligent networking automobile controller, a meteorological environment simulation device, a movable target and a testing platform, wherein the intelligent networking automobile to be tested is connected with the testing platform; providing driving behavior input for the intelligent networked automobile through a driving scene library of the test platform; the test platform controls the meteorological environment simulation device to provide a meteorological environment to be tested for the intelligent networking automobile sensor to be tested; the test platform controls the movable test target according to the test requirement, and the intelligent networking automobile sensor to be tested outputs a sensing signal according to the movable test target; the intelligent network-connected automobile controller to be tested receives the sensing signal and outputs an automobile control signal according to the sensing signal; the test platform receives the sensing signals and the vehicle control signals, compares the sensing signals and the vehicle control signals with the movable target information and the preset control action, and outputs a complex environment test result of the intelligent network automobile sensor to be tested.
Specifically, the flow that test platform control meteorological environment analogue means provided the meteorological environment that awaits measuring for the intelligent networking automobile sensor that awaits measuring includes: step (1) providing an illumination environment for the intelligent networking automobile sensor to be tested, testing the test result of the camera in a complex illumination environment, and entering step (2) after the test result is completed; step (2), providing a fog environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the fog environment, and entering step (3) after the test results are completed; and (3) providing a rain environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the rain environment, and stopping providing the meteorological environment to be tested after the test results are completed.
Those of ordinary skill in the art will appreciate that the elements and method steps of the examples described in connection with the embodiments disclosed herein may be embodied in electronic hardware, computer software, or combinations of both, and that the components and steps of the examples have been described in a functional general in the foregoing description for the purpose of clearly illustrating the interchangeability of hardware and software. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
In the several embodiments provided in the present application, it should be understood that the disclosed method and system may be implemented in other ways. For example, the above described division of elements is merely a logical division, and other divisions may be realized, for example, multiple elements or components may be combined or integrated into another system, or some features may be omitted, or not executed. The units may or may not be physically separate, and components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment of the present invention.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solution of the present invention, and not to limit the same; while the invention has been described in detail and with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some or all of the technical features may be equivalently replaced; such modifications and substitutions do not depart from the spirit and scope of the present invention, and they should be construed as being included in the following claims and description.
The above description is only for the purpose of illustrating the preferred embodiments of the present invention and is not to be construed as limiting the invention, and any modifications, equivalents, improvements and the like that fall within the spirit and principle of the present invention are intended to be included therein.

Claims (8)

1. The intelligent networking automobile sensor testing method based on the complex meteorological environment is characterized by comprising the following steps of:
s100, connecting the intelligent networked automobile to be tested with a test platform;
s200, providing driving behavior input for the intelligent networked automobile through a driving scene library of the test platform;
s300, the testing platform controls the meteorological environment simulation device to provide a meteorological environment to be tested for the intelligent networking automobile sensor to be tested;
s400, the test platform controls the movable test target according to test requirements, and the intelligent networking automobile sensor to be tested outputs a sensing signal according to the movable test target;
s500, receiving the sensing signal by the intelligent networked automobile controller to be tested, and outputting an automobile control signal according to the sensing signal;
s600, the test platform receives the sensing signals and the vehicle control signals, compares the sensing signals and the vehicle control signals with the movable target information and the preset control action, and outputs a complex environment test result of the intelligent networking automobile sensor to be tested.
2. The smart networked automobile sensor testing method based on the complex meteorological environment of claim 1, wherein: the meteorological environment to be measured provided by the meteorological environment simulation device comprises a rain environment, a fog environment and an illumination environment.
3. The smart networked automobile sensor testing method based on the complex meteorological environment of claim 1, wherein the step S300 specifically comprises the following steps:
step S310, providing an illumination environment for the intelligent networking automobile sensor to be tested, testing the test result of the camera in the complex illumination environment, and entering step S320 after the test step S600 is completed;
step S320, providing a fog environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the fog environment, and entering step S330 after the test step S600 is completed;
and S330, providing a rain environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the rain environment, and stopping providing the meteorological environment to be tested after the test step S600 is completed.
4. The smart networked automobile sensor testing method based on the complex meteorological environment of claim 2, wherein: the rain environment is realized through the water drop spray head, and the size, the water pressure and the flow of the water drop spray head can be adjusted; the fog environment is realized by a sprayer, and the pressure and the nozzle aperture of the sprayer are adjustable; the illumination environment is realized by the illuminating lamp and comprises strong light direct irradiation, dim light, light shadow and illumination intensity mutation.
5. The smart networked automobile sensor testing method based on the complex meteorological environment of claim 1, wherein: the test platform is connected with the intelligent networked automobile controller and comprises a driving scene library, and the driving scene library provides input of an accelerator, a brake, a vehicle speed and a steering signal for the intelligent networked automobile controller.
6. The smart networked automobile sensor testing method based on the complex meteorological environment of claim 1, wherein: the movable test target comprises a dummy, an automobile simulation device and a road signboard.
7. The intelligent networking automobile sensor testing system based on the complex meteorological environment, which is based on the intelligent networking automobile sensor testing method based on the complex meteorological environment of any one of claims 1 to 6, and is characterized in that: the system comprises an intelligent networking automobile sensor, an intelligent networking automobile controller, a meteorological environment simulation device and a movable target, wherein the testing platform is connected with the testing platform;
connecting the intelligent networking automobile to be tested with a test platform; providing driving behavior input for the intelligent networked automobile through a driving scene library of the test platform; the test platform controls the meteorological environment simulation device to provide a meteorological environment to be tested for the intelligent networking automobile sensor to be tested; the test platform controls the movable test target according to the test requirement, and the intelligent networking automobile sensor to be tested outputs a sensing signal according to the movable test target; the intelligent network-connected automobile controller to be tested receives the sensing signal and outputs an automobile control signal according to the sensing signal; the test platform receives the sensing signals and the vehicle control signals, compares the sensing signals and the vehicle control signals with the movable target information and the preset control action, and outputs a complex environment test result of the intelligent network automobile sensor to be tested.
8. The method for testing the intelligent networked automobile sensor based on the complex meteorological environment of claim 7, wherein the process of the testing platform controlling the meteorological environment simulation device to provide the intelligent networked automobile sensor to be tested with the meteorological environment to be tested comprises the following steps:
step 1, providing an illumination environment for an intelligent networking automobile sensor to be tested, testing a test result of a camera in a complex illumination environment, and entering step 2 after the test result is completed;
step 2, providing a fog environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the fog environment, and entering step 3 after the test results are completed;
and 3, providing a rain environment for the intelligent networking automobile sensor to be tested, testing the test results of the laser radar, the millimeter wave radar, the ultrasonic radar and the camera in the rain environment, and stopping providing the meteorological environment to be tested after the test results are completed.
CN202110349999.0A 2021-03-31 2021-03-31 Intelligent networking automobile sensor testing method and system based on complex meteorological environment Pending CN113189955A (en)

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