CN107331158A - A kind of on-site identification disturbs residents the method for vehicle - Google Patents
A kind of on-site identification disturbs residents the method for vehicle Download PDFInfo
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- CN107331158A CN107331158A CN201710751814.2A CN201710751814A CN107331158A CN 107331158 A CN107331158 A CN 107331158A CN 201710751814 A CN201710751814 A CN 201710751814A CN 107331158 A CN107331158 A CN 107331158A
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/017—Detecting movement of traffic to be counted or controlled identifying vehicles
- G08G1/0175—Detecting movement of traffic to be counted or controlled identifying vehicles by photographing vehicles, e.g. when violating traffic rules
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01H—MEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
- G01H17/00—Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves, not provided for in the preceding groups
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
- G06V20/625—License plates
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/08—Detecting or categorising vehicles
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- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- Traffic Control Systems (AREA)
Abstract
Disturb residents the method for vehicle the present invention relates to a kind of on-site identification, and this method includes:There is provided and using the vehicle on-site identification system that disturbs residents, identifying system includes:Big decibel detector, it is arranged in residence area, for detecting surrounding noise situation in real time, and when the noise amplitude detected is more than or equal to default decibel value, noise interferences are sent, otherwise, noise normal signal are sent, wherein, the default decibel value is a variable changed based on current time;Scene capture equipment, is arranged in residence area, vicinity of big decibel detector, is connected with the big decibel detector, in power down mode under default conditions, when receiving the noise interferences, enters working condition from power down mode;Wherein, the scene capture equipment carries out real-time scene data acquisition to obtain and export real-time scene image when entering working condition to the major trunk roads in residence area.
Description
Technical field
The present invention relates to field of traffic control, more particularly to a kind of on-site identification disturbs residents the method for vehicle.
Background technology
Although the species of vehicle is more, construct similar.This is the contribution of standardization, is also large-scale production stream
The need for waterline.With the developing of society, the progress of science and technology and the change of demand, the profile of rolling stock begun with change,
Especially passenger car is no longer whole-colored familiar faces.But their essential structure does not have great change, simply has
The parts of body have more scientific advanced structure design.
More and more live and works also given people of vehicle bring inconvenience, for example, in the presence of some nights motorcycle racing clan,
Period in late into the night road near residential building is liked to carry out joyride, the very big noise that joyride is brought has a strong impact on the sleep of resident, especially
It is for some neurasthenic crowds, and in the prior art and in the absence of tracking, identification and alarm scheme to joyride vehicle.
The content of the invention
In order to solve the above problems, a kind of method for the vehicle that disturbed residents the invention provides on-site identification introduces big decibel
Detector, as starting the triggering equipment of vehicle detection of disturbing residents, introducing include scene capture equipment, depth detection process equipment,
First amplitude of variation detection device, the second amplitude of variation detection device, scene capture unit, status control unit, signal output
The image processing equipment of the customization of unit accurately detects the vehicle that disturbs residents, and takes positive alarm strategy, so as to frighten resident
The vehicle that disturbs residents of road near area.
Disturb residents the method for vehicle there is provided a kind of on-site identification according to an aspect of the present invention, and this method includes:
1) one kind is provided to disturb residents vehicle on-site identification system, including:
Big decibel detector, is arranged in residence area, for detecting surrounding noise situation in real time, and in making an uproar for detecting
When acoustic amplitude is more than or equal to default decibel value, noise interferences are sent, otherwise, noise normal signal are sent, wherein, it is described pre-
If decibel value is a variable changed based on current time;And
2) system is run.
More specifically, in the vehicle on-site identification system that disturbs residents, in addition to:Scene capture equipment, is arranged on house
In region, the vicinity of big decibel detector, be connected with the big decibel detector, under default conditions be in power down mode, connecing
When receiving the noise interferences, enter working condition from power down mode;Wherein, the scene capture equipment is entering work
During state, the major trunk roads in residence area are carried out real-time scene data acquisition to obtain and export real-time scene image.
More specifically, in the vehicle on-site identification system that disturbs residents, in addition to:Depth detection process equipment, with scene
Capture device is connected, and for receiving real-time scene image, the corresponding depth image of the real-time scene image is determined, based on described
Depth image determines the depth information of the real-time scene image, and the depth information based on the real-time scene image determines described
Object edge in real-time scene image;Wherein, the depth detection process equipment is also based in the real-time scene image
Object edge carries out corresponding edge enhancing processing to the real-time scene image to export corresponding advanced treating image.
More specifically, in the vehicle on-site identification system that disturbs residents, in addition to:First amplitude of variation detection device, with
Depth detection process equipment is connected, for receiving advanced treating image, for the picture of each pixel in advanced treating image
Element value, its pixel value is subtracted the difference obtained after the pixel value of the descending pixel of its same column and done square to obtain the first square value,
Its pixel value is subtracted to the difference obtained after the pixel value of its following pixel of going together to do square to obtain the second square value, by first
It is that square value is obtained after being added with the second square value and carry out evolution to obtain the first amplitude of variation.
More specifically, in the vehicle on-site identification system that disturbs residents:It is deep in the first amplitude of variation detection device
First amplitude of variation of each pixel of last column of degree processing image directly takes the first of the same column pixel of lastrow
Amplitude of variation, the first amplitude of variation of each pixel of last row of advanced treating image directly takes the colleague of previous column
First amplitude of variation of pixel.
More specifically, in the vehicle on-site identification system that disturbs residents, in addition to:
Second amplitude of variation detection device, is connected with depth detection process equipment, for receiving advanced treating image, for
The pixel value of each pixel in advanced treating image, its pixel value is subtracted and taken after the pixel value of the descending pixel of its same column absolutely
To being worth to obtain the first absolute value, taken absolute value after its pixel value is subtracted into the pixel value of its following pixel of going together to obtain second
Absolute value, it is being obtained after the first absolute value is added with the second absolute value and as the second amplitude of variation, wherein, advanced treating figure
Second amplitude of variation of each pixel of last column of picture directly takes the second amplitude of variation of the same column pixel of lastrow,
Second amplitude of variation of each pixel of last row of advanced treating image directly takes the of colleague's pixel of previous column
Two amplitudes of variation;Amplitude of variation selects equipment, respectively with the first amplitude of variation detection device and second amplitude of variation
Detection device is connected, for the pixel value for each pixel in advanced treating image, by its first amplitude of variation and its
Second amplitude of variation compares, and takes the maximum between its first amplitude of variation and its second amplitude of variation the most finally to change width
Degree;
Amplitude of variation processing equipment, is connected with amplitude of variation selection equipment, for in advanced treating image
The pixel value of each pixel, its final amplitude of variation is compared with default amplitude of variation threshold value, for final change width
Degree is more than or equal to each pixel of default amplitude of variation threshold value, and processing is sharpened to its pixel value with the pixel after being handled
Value, each pixel of default amplitude of variation threshold value is less than to final amplitude of variation, directly its pixel value is regard as the picture after processing
At the corresponding amplitude of variation of pixel value formation advanced treating image after the processing of all pixels in element value, advanced treating image
Manage image;Wherein, default amplitude of variation threshold value is determined according to sharpening level, sharpening level is higher, default amplitude of variation threshold value is got over
It is small;Information of vehicles identification equipment, is connected with amplitude of variation processing equipment, for receiving the amplitude of variation processing image, to institute
State amplitude of variation processing image and carry out motion target tracking to obtain current kinetic target subgraph, to current kinetic target subgraph
As carrying out type identification to obtain the corresponding type of vehicle of current kinetic target subgraph, current kinetic target subgraph is carried out
Car license recognition is to obtain the corresponding vehicle license plate number of current kinetic target subgraph;Field data sends equipment, with the vehicle
Information identification equipment is connected, for by the corresponding type of vehicle of current kinetic target subgraph and current kinetic target subgraph
Corresponding vehicle license plate number is transmitted at the server to neighbouring traffic control center.
More specifically, in the vehicle on-site identification system that disturbs residents, in addition to:Buzzer, be arranged in residence area,
The vicinity of big decibel detector, is connected with the information of vehicles identification equipment, for receiving current kinetic target subgraph
During corresponding type of vehicle, buzzing is sent with the corresponding broadcasting frequency of type of vehicle corresponding with current kinetic target subgraph
Sound.
More specifically, in the vehicle on-site identification system that disturbs residents:The depth detection process equipment, described first become
Change amplitude detection equipment, the second amplitude of variation detection device, amplitude of variation selection equipment, amplitude of variation processing
Equipment, the information of vehicles identification equipment and the field data send equipment and are integrated in same SOC.
Brief description of the drawings
Embodiment of the present invention is described below with reference to accompanying drawing, wherein:
Fig. 1 is the block diagram of the vehicle on-site identification system that disturbs residents according to embodiment of the present invention.
Fig. 2 is the structure of the scene capture unit of the vehicle on-site identification system that disturbs residents according to embodiment of the present invention
Block diagram.
Reference:1 big decibel of detector;2 scene capture equipment;3 depth detection process equipment;4 first amplitudes of variation
Detection device;5 second amplitude of variation detection devices;21 scene capture units;22 status control units;23 signal output units
Embodiment
The embodiment to the vehicle on-site identification system that disturbs residents of the present invention is described in detail below with reference to accompanying drawings.
Vehicle is " car " and the general name of the unit " " of car.So-called car, refers to the vehicles that land is rotated with wheel;
So-called, from metering method of the ancient times to car.Car at that time is usually two wheels, therefore Che Yicheng is title one or two, later
Just writing.As can be seen here, the literal sense of vehicle refers to do not have dynamic car in itself, and carriage is with Malaysia traction, employment drawing or
Push away and be rickshaw.With the development of science and technology, automobile for having with steam engine to draw again etc..At this moment the concept of vehicle has been
Through having played change silently, the general designation as all cars.Such as, reported on the city vehicle number of vehicle supervision department's statistics, newpapers and periodicals
Generation how many vehicle traffic accident etc..Here vehicle refers to all cars.
The trip that the development of vehicle gives people brings great convenience, but there is also dual character, for example noise pollution and
Tail gas pollution, on daytime, the noise that vehicle is brought often is submerged in city noise, but at night, especially in morning, vehicle
Noise can result in serious sound pollution to the resident of residential quarter, and the normal rest of resident is disturbed to a certain extent, and
Lack corresponding detection alarm mechanism in the prior art.In order to overcome above-mentioned deficiency, the present invention has built a kind of on-site identification and disturbed
The method of people's vehicle, this method includes:1) one kind is provided to disturb residents vehicle on-site identification system;And 2) system is run.
Fig. 1 is the block diagram of the vehicle on-site identification system that disturbs residents according to embodiment of the present invention, the system
System includes:
Big decibel detector, is arranged in residence area, for detecting surrounding noise situation in real time, and in making an uproar for detecting
When acoustic amplitude is more than or equal to default decibel value, noise interferences are sent, otherwise, noise normal signal are sent;
Wherein, the default decibel value is a variable changed based on current time.
Then, continue that the concrete structure of the vehicle on-site identification system that disturbs residents of the present invention is further detailed.
The system also includes:
Scene capture equipment, is arranged in residence area, vicinity of big decibel detector, with the big decibel detector company
Connect, power down mode is under default conditions, when receiving the noise interferences, enters working condition from power down mode;
Wherein, as shown in Fig. 2 the scene capture equipment is defeated including scene capture unit, status control unit and signal
Go out unit.
Wherein, the scene capture equipment carries out real-time field when entering working condition to the major trunk roads in residence area
Scape data acquisition is to obtain and export real-time scene image.
The system also includes:
Depth detection process equipment, is connected with scene capture equipment, for receiving real-time scene image, determines described real-time
The corresponding depth image of scene image, the depth information of the real-time scene image is determined based on the depth image, based on institute
The depth information for stating real-time scene image determines object edge in the real-time scene image;
Wherein, the depth detection process equipment also based on the object edge in the real-time scene image to it is described in real time
Scene image carries out corresponding edge enhancing processing to export corresponding advanced treating image.
The system also includes:
First amplitude of variation detection device, is connected with depth detection process equipment, for receiving advanced treating image, for
The pixel value of each pixel in advanced treating image, its pixel value is subtracted and obtained after the pixel value of the descending pixel of its same column
Difference do square to obtain the first square value, its pixel value is subtracted to the difference obtained after the pixel value of its following pixel of going together
Do square to obtain the second square value, it is being obtained after the first square value is added with the second square value and carry out evolution to obtain the
One amplitude of variation.
In the system:
In the first amplitude of variation detection device, the first of each pixel of last column of advanced treating image
Amplitude of variation directly takes the first amplitude of variation of the same column pixel of lastrow, last row of advanced treating image each
First amplitude of variation of pixel directly takes the first amplitude of variation of colleague's pixel of previous column.
The system also includes:
Second amplitude of variation detection device, is connected with depth detection process equipment, for receiving advanced treating image, for
The pixel value of each pixel in advanced treating image, its pixel value is subtracted and taken after the pixel value of the descending pixel of its same column absolutely
To being worth to obtain the first absolute value, taken absolute value after its pixel value is subtracted into the pixel value of its following pixel of going together to obtain second
Absolute value, it is being obtained after the first absolute value is added with the second absolute value and as the second amplitude of variation, wherein, advanced treating figure
Second amplitude of variation of each pixel of last column of picture directly takes the second amplitude of variation of the same column pixel of lastrow,
Second amplitude of variation of each pixel of last row of advanced treating image directly takes the of colleague's pixel of previous column
Two amplitudes of variation;
Amplitude of variation selects equipment, is detected respectively with the first amplitude of variation detection device and second amplitude of variation
Equipment is connected, for the pixel value for each pixel in advanced treating image, by its first amplitude of variation and its second
Amplitude of variation compares, and takes the maximum amplitude of variation the most final between its first amplitude of variation and its second amplitude of variation;
Amplitude of variation processing equipment, is connected with amplitude of variation selection equipment, for in advanced treating image
The pixel value of each pixel, its final amplitude of variation is compared with default amplitude of variation threshold value, for final change width
Degree is more than or equal to each pixel of default amplitude of variation threshold value, and processing is sharpened to its pixel value with the pixel after being handled
Value, each pixel of default amplitude of variation threshold value is less than to final amplitude of variation, directly its pixel value is regard as the picture after processing
At the corresponding amplitude of variation of pixel value formation advanced treating image after the processing of all pixels in element value, advanced treating image
Manage image;
Wherein, default amplitude of variation threshold value is determined according to sharpening level, sharpening level is higher, default amplitude of variation threshold value is got over
It is small;
Information of vehicles identification equipment, is connected with amplitude of variation processing equipment, for receiving the amplitude of variation processing image,
Motion target tracking is carried out to obtain current kinetic target subgraph to amplitude of variation processing image, to current kinetic target
Subgraph carries out type identification to obtain the corresponding type of vehicle of current kinetic target subgraph, to current kinetic target subgraph
Car license recognition is carried out to obtain the corresponding vehicle license plate number of current kinetic target subgraph;
Field data sends equipment, is connected with the information of vehicles identification equipment, for by current kinetic target subgraph
The corresponding vehicle license plate number of corresponding type of vehicle and current kinetic target subgraph is transmitted to neighbouring traffic administration
At the server at center.
The system also includes:
Buzzer, is arranged in residence area, vicinity of big decibel detector, with information of vehicles identification equipment company
Connect, for when receiving the corresponding type of vehicle of current kinetic target subgraph, with corresponding with current kinetic target subgraph
The corresponding broadcasting frequency of type of vehicle beep.
And in the system:
The depth detection process equipment, the first amplitude of variation detection device, second amplitude of variation detection are set
Standby, described amplitude of variation selection equipment, the amplitude of variation processing equipment, the information of vehicles identification equipment and the live number
It is integrated according to equipment is sent in same SOC.
In addition, SoC definition is varied, due to its rich connotation, have a wide range of application, it is difficult to provide accurate definition.One
As in fact, SoC is referred to as system level chip, also there is title on-chip system, it is intended that he is a product, the collection for application-specific target that to be one have
Into circuit, wherein comprising holonomic system and having the full content of embedded software.He is a kind of technology again simultaneously, to realize from true
Determine systemic-function to start, divided to software/hardware, and the whole process of complete design.Said from narrow sense angle, he is information system core
The integrated chip of the heart, is that system core part is integrated on one chip;Said from broadest scope, SoC is a microminiature system
System, if central processing unit is brain, then SoC is exactly to include the system of brain, heart, eyes and hand.It is academic both at home and abroad
SoC is defined as microprocessor, Analog IP core, digital IP kernel and memory being integrated on one chip by boundary's typically tendency, he
Typically customization, or towards the standardized product of special-purpose.
SOC is usually contained:1st, Logic Core include CPU, clock circuit, timer, interrupt control unit, serial-parallel interface, its
Its ancillary equipment, I/O ports and for adhesive logic between various IP kernels etc.;2nd, memory core includes various volatile, non-
The memories such as volatile and Cache;3rd, simulation core includes simulation electricity used in ADC, DAC, PLL and some high speed circuits
Road.
Using the vehicle on-site identification system that disturbs residents of the present invention, it is difficult to Site Detection for the vehicle that disturbs residents in the prior art
Technical problem, by carrying out motion target tracking to image to obtain current kinetic target subgraph, to current kinetic target
Image carries out type identification to obtain the corresponding type of vehicle of current kinetic target subgraph, and current kinetic target subgraph is entered
Row Car license recognition is corresponding by current kinetic target subgraph to obtain the corresponding vehicle license plate number of current kinetic target subgraph
Type of vehicle and the corresponding vehicle license plate number of current kinetic target subgraph are transmitted to neighbouring traffic control center
At server, so as to complete the detection to the vehicle that disturbs residents and alarm.
Although it is understood that the present invention is disclosed as above with preferred embodiment, but above-described embodiment and being not used to
Limit the present invention.For any those skilled in the art, without departing from the scope of the technical proposal of the invention,
Many possible variations and modification are all made to technical solution of the present invention using the technology contents of the disclosure above, or are revised as
With the equivalent embodiment of change.Therefore, every content without departing from technical solution of the present invention, the technical spirit pair according to the present invention
Any simple modifications, equivalents, and modifications made for any of the above embodiments, still fall within the scope of technical solution of the present invention protection
It is interior.
Claims (8)
- A kind of method of vehicle 1. on-site identification disturbs residents, this method includes:1) one kind is provided to disturb residents vehicle on-site identification system, including:Big decibel detector, is arranged in residence area, for detecting surrounding noise situation in real time, and in the noise width detected When value is more than or equal to default decibel value, noise interferences are sent, otherwise, noise normal signal are sent, wherein, described default point Shellfish value is a variable changed based on current time;And2) system is run.
- 2. the method as described in claim 1, it is characterised in that the system also includes:Scene capture equipment, is arranged in residence area, the vicinity of big decibel detector, is connected with the big decibel detector, Power down mode is under default conditions, when receiving the noise interferences, enters working condition from power down mode;Wherein, the scene capture equipment carries out real-time scene number when entering working condition to the major trunk roads in residence area According to collection to obtain and export real-time scene image.
- 3. method as claimed in claim 2, it is characterised in that the system also includes:Depth detection process equipment, is connected with scene capture equipment, for receiving real-time scene image, determines the real-time scene The corresponding depth image of image, the depth information of the real-time scene image is determined based on the depth image, based on the reality When scene image depth information determine object edge in the real-time scene image;Wherein, the depth detection process equipment also based on the object edge in the real-time scene image to the real-time scene Image carries out corresponding edge enhancing processing to export corresponding advanced treating image.
- 4. method as claimed in claim 3, it is characterised in that the system also includes:First amplitude of variation detection device, is connected with depth detection process equipment, for receiving advanced treating image, for depth The pixel value of each pixel in image is handled, its pixel value is subtracted to the difference obtained after the pixel value of the descending pixel of its same column Value is done square to obtain the first square value, and its pixel value is subtracted to the difference obtained after the pixel value of its following pixel of going together and does flat Side is to obtain the second square value, and obtained after the first square value is added with the second square value and progress evolution is to obtain the first change Change amplitude.
- 5. method as claimed in claim 4, it is characterised in that:In the first amplitude of variation detection device, the first change of each pixel of last column of advanced treating image Amplitude directly takes the first amplitude of variation of the same column pixel of lastrow, each pixel of last row of advanced treating image The first amplitude of variation directly take previous column colleague's pixel the first amplitude of variation.
- 6. method as claimed in claim 5, it is characterised in that the system also includes:Second amplitude of variation detection device, is connected with depth detection process equipment, for receiving advanced treating image, for depth The pixel value of each pixel in image is handled, is taken absolute value after its pixel value is subtracted into the pixel value of the descending pixel of its same column To obtain the first absolute value, its pixel value is subtracted taken absolute value after the pixel value of its following pixel of going together it is absolute to obtain second Value, it is being obtained after the first absolute value is added with the second absolute value and as the second amplitude of variation, wherein, advanced treating image Second amplitude of variation of each pixel of last column directly takes the second amplitude of variation of the same column pixel of lastrow, depth Second amplitude of variation of each pixel of last row of processing image directly takes the second change of colleague's pixel of previous column Change amplitude;Amplitude of variation selects equipment, respectively with the first amplitude of variation detection device and the second amplitude of variation detection device Connection, for the pixel value for each pixel in advanced treating image, by its first amplitude of variation and its second change Amplitude compares, and takes the maximum amplitude of variation the most final between its first amplitude of variation and its second amplitude of variation;Amplitude of variation processing equipment, is connected with amplitude of variation selection equipment, for for each in advanced treating image The pixel value of individual pixel, its final amplitude of variation is compared with default amplitude of variation threshold value, big for final amplitude of variation In each pixel equal to default amplitude of variation threshold value, processing is sharpened to its pixel value with the pixel value after being handled, It is less than each pixel of default amplitude of variation threshold value to final amplitude of variation, directly regard its pixel value as the pixel after processing The corresponding amplitude of variation processing of pixel value formation advanced treating image after the processing of all pixels in value, advanced treating image Image;Wherein, default amplitude of variation threshold value is determined according to sharpening level, sharpening level is higher, presets amplitude of variation threshold value smaller;Information of vehicles identification equipment, is connected with amplitude of variation processing equipment, for receiving the amplitude of variation processing image, to institute State amplitude of variation processing image and carry out motion target tracking to obtain current kinetic target subgraph, to current kinetic target subgraph As carrying out type identification to obtain the corresponding type of vehicle of current kinetic target subgraph, current kinetic target subgraph is carried out Car license recognition is to obtain the corresponding vehicle license plate number of current kinetic target subgraph;Field data sends equipment, is connected with the information of vehicles identification equipment, for current kinetic target subgraph is corresponding Type of vehicle and the corresponding vehicle license plate number of current kinetic target subgraph transmit to neighbouring traffic control center Server at.
- 7. method as claimed in claim 6, it is characterised in that the system also includes:Buzzer, is arranged in residence area, vicinity of big decibel detector, is connected with the information of vehicles identification equipment, use When current kinetic target subgraph corresponding type of vehicle is being received, with vehicle corresponding with current kinetic target subgraph The corresponding broadcasting frequency of type beeps.
- 8. the method as described in claim 6-7 is any, it is characterised in that:The depth detection process equipment, the first amplitude of variation detection device, the second amplitude of variation detection device, institute State amplitude of variation selection equipment, the amplitude of variation processing equipment, the information of vehicles identification equipment and field data hair Equipment is sent to be integrated in same SOC.
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WO2020007103A1 (en) * | 2018-07-04 | 2020-01-09 | 旭宇光电(深圳)股份有限公司 | Outdoor lighting intelligent control method and system |
CN110400265A (en) * | 2019-04-23 | 2019-11-01 | 泰州悦诚科技信息咨询中心 | Service request triggers system |
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