CN110135728A - Flight training movement automatic identification and scoring system based on ads-b technology - Google Patents
Flight training movement automatic identification and scoring system based on ads-b technology Download PDFInfo
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- CN110135728A CN110135728A CN201910397032.2A CN201910397032A CN110135728A CN 110135728 A CN110135728 A CN 110135728A CN 201910397032 A CN201910397032 A CN 201910397032A CN 110135728 A CN110135728 A CN 110135728A
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- scoring
- flight training
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- flight
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
- G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/20—Education
- G06Q50/205—Education administration or guidance
- G06Q50/2057—Career enhancement or continuing education service
-
- G—PHYSICS
- G09—EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
- G09B—EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
- G09B9/00—Simulators for teaching or training purposes
- G09B9/02—Simulators for teaching or training purposes for teaching control of vehicles or other craft
- G09B9/08—Simulators for teaching or training purposes for teaching control of vehicles or other craft for teaching control of aircraft, e.g. Link trainer
Abstract
The invention discloses a kind of flight training movement automatic identification and scoring system based on ads-b technology, including airborne ads-b emitter, ground receiving wastewater facility, data processing equipment, action recognition device, scoring apparatus；The parameter current of flight training instruction, flight training devices that flight training devices receive is sent to ground receiving wastewater facility by airborne ads-b emitter, flight training instruction is superimposed upon on the parameter current of flight training devices by action recognition device, to obtain the corresponding flight training movement of flight training instruction and corresponding action parameter, the flight training movement and corresponding action parameter that will acquire are sent to scoring apparatus and score.The present invention realizes the real-time assessment of user's training effect by using airborne ads-b emitter, when more serious unlawful practice occurs for user, sounds an alarm and notifies staff using treatment measures.
Description
Technical field
The present invention relates to flight training technical fields, dynamic in particular to a kind of flight training based on ads-b technology
Make automatic identification and scoring system.
Background technique
ADS-B full name is Automatic Dependent Surveillance-Broadcast, Chinese be broadcast type from
Dynamic dependent surveillance, as its name suggests, i.e., without human intervention or inquiry, can automatically from related airborne equipment get parms to
The information such as position, height, speed, course, the identifier of other aircrafts or earth station's broadcast aircraft, so that controller is to aircraft shape
State is monitored.It is derived from ADS (automatic dependent surveillance), is initially that can not carry out radar prison for the aircraft of transoceanic flight
Depending in the case where, it is desirable to implement to monitor proposed solution using satellite.
Currently, user when carrying out flight training, usually operates after completing according to process and result come to user's sheet
Secondary training result is assessed, on the one hand, assessment have hysteresis quality, on the other hand, due to process can only by video monitoring come
It realizes, rating staff is difficult to discover certain thin portion movements or specific operational order, causes to misjudge, fail to judge, staff needs
Video, heavy workload are observed always.
Summary of the invention
It is an object of that present invention to provide a kind of flight training movement automatic identification and scoring system based on ads-b technology,
The current ginseng of the flight training instruction, flight training devices that are received flight training devices by airborne ads-b emitter
Number is sent to ground receiving wastewater facility, and flight training instruction is superimposed upon the parameter current of flight training devices by action recognition device
On, to obtain the corresponding flight training movement of flight training instruction and corresponding action parameter, the flight training that will acquire
Movement and corresponding action parameter are sent to scoring apparatus and score.The present invention is by using airborne ads-b emitter
The real-time assessment for realizing user's training effect sounds an alarm notice work people when more serious unlawful practice occurs for user
Member uses treatment measures.
To reach above-mentioned purpose, in conjunction with Fig. 1, the present invention proposes that a kind of flight training movement based on ads-b technology is automatic
Identification and scoring system, the system comprises airborne ads-b emitter, monitoring center, ground receiving wastewater facility, data processing dresses
It sets, action recognition device, scoring apparatus；
The ground receiving wastewater facility, data processing equipment, action recognition device, scoring apparatus are mounted in monitoring center；
The airborne ads-b emitter is mounted on flight training devices, for receive flight training devices
Flight training instruction, flight training devices parameter current be sent to ground receiving wastewater facility；
The data received are sent to data processing equipment by the ground receiving wastewater facility, are carried out to the data received pre-
Processing, then pretreated data are sent to action recognition device；
The action recognition device is superimposed upon flight instruction for analyzing the data received, by flight training instruction
On the parameter current for practicing device, to obtain the corresponding flight training movement of flight training instruction and corresponding action parameter,
The flight training movement and corresponding action parameter that will acquire are sent to scoring apparatus；
Flight training movement and corresponding movement ginseng of the scoring apparatus using preset code of points to receiving
Number scores.
In further embodiment, the system also includes face identification devices, are mounted on flight training devices, are used for
The facial information for identifying current training user compares the facial information of current training user with face database, with identification
The identity information of current training user.
In further embodiment, the system also includes display devices；
The display device is connect with scoring apparatus, receives the scoring that scoring apparatus is sent, scoring is shown to user.
In further embodiment, the system also includes communication devices；
The communication device is connect with scoring apparatus, and for receiving the scoring of scoring apparatus transmission, scoring is sent to finger
Determine client.
In further embodiment, the system also includes alarm devices；
The alarm device is connect with scoring apparatus, receives the scoring that scoring apparatus is sent, if received scoring is lower than
Setting scoring threshold value, sounds an alarm.
In further embodiment, the system also includes the filming apparatus being mounted in flight training devices, for real
When shoot user operation video.
The above technical solution of the present invention, compared with existing, significant beneficial effect is:
1) the real-time assessment of user's training effect is realized using airborne ads-b emitter.
2) it when more serious unlawful practice occurs for user, sounds an alarm and notifies staff using treatment measures.
It should be appreciated that as long as aforementioned concepts and all combinations additionally conceived described in greater detail below are at this
It can be viewed as a part of the subject matter of the disclosure in the case that the design of sample is not conflicting.In addition, required guarantor
All combinations of the theme of shield are considered as a part of the subject matter of the disclosure.
Can be more fully appreciated from the following description in conjunction with attached drawing present invention teach that the foregoing and other aspects, reality
Apply example and feature.The features and/or benefits of other additional aspects such as illustrative embodiments of the invention will be below
Description in it is obvious, or learnt in practice by the specific embodiment instructed according to the present invention.
Detailed description of the invention
Attached drawing is not intended to drawn to scale.In the accompanying drawings, identical or nearly identical group each of is shown in each figure
It can be indicated by the same numeral at part.For clarity, in each figure, not each component part is labeled.
Now, example will be passed through and the embodiments of various aspects of the invention is described in reference to the drawings, in which:
Fig. 1 is the structural representation of flight training the movement automatic identification and scoring system of the invention based on ads-b technology
Figure.
Specific embodiment
In order to better understand the technical content of the present invention, special to lift specific embodiment and institute's accompanying drawings is cooperated to be described as follows.
In conjunction with Fig. 1, the present invention proposes a kind of flight training movement automatic identification and scoring system based on ads-b technology,
It is characterized in that, the system comprises airborne ads-b emitter 11, ground receiving wastewater facility 21, data processing equipment 22, movements
Identification device 23, scoring apparatus 24.
The ground receiving wastewater facility 21, data processing equipment 22, action recognition device 23, scoring apparatus 24 are mounted on monitoring
In center.
The airborne ads-b emitter 11 is mounted on flight training devices 10, for connecing flight training devices 10
The parameter current of the flight training instruction, flight training devices 10 that receive is sent to ground receiving wastewater facility 21.
The data received are sent to data processing equipment 22 by the ground receiving wastewater facility 21, to the data received into
Row pretreatment, then pretreated data are sent to action recognition device 23.The pretreatment includes the data successively executed
Cleaning, data screening, Data Format Transform, the data finally obtained are the data packet with specified format.
The action recognition device 23 is superimposed upon flight for analyzing the data received, by flight training instruction
On the parameter current of training device 10, to obtain flight training instruction corresponding flight training movement and corresponding movement
Parameter, the flight training movement and corresponding action parameter that will acquire are sent to scoring apparatus 24.
Flight training movement and corresponding movement of the scoring apparatus 24 using preset code of points to receiving
Parameter scores.
Preferably, abovementioned steps can be realized by the action recognition model and Rating Model being pre-created, and will be received
Data as input data, by corresponding action recognition result and appraisal result is calculated.More preferred, movement is known
Other model and Rating Model are created using machine learning algorithm.
In further embodiment, the system also includes face identification devices, are mounted on flight training devices 10, use
In the facial information for identifying current training user, the facial information of current training user is compared with face database, to know
The identity information of not current training user.
In further embodiment, the system also includes display devices.
The display device is connect with scoring apparatus 24, receives the scoring that scoring apparatus 24 is sent, scoring is shown to use
Family, convenient for the obtained score value of staff real time inspection training user.
In further embodiment, the system also includes communication devices.
The communication device is connect with scoring apparatus 24, and for receiving the scoring of the transmission of scoring apparatus 24, scoring is sent
To given client end.
In further embodiment, the system also includes alarm devices.
The alarm device is connect with scoring apparatus 24, the scoring that scoring apparatus 24 is sent is received, if received scoring
Lower than setting scoring threshold value, sound an alarm.For example, sounding an alarm notice work when more serious unlawful practice occurs for user
Personnel use treatment measures.
In further embodiment, the system also includes the filming apparatus being mounted in flight training devices 10, are used for
The operation video of captured in real-time user is used as archives data, backup.
Various aspects with reference to the accompanying drawings to describe the present invention in the disclosure, shown in the drawings of the embodiment of many explanations.
Embodiment of the disclosure need not be defined on including all aspects of the invention.It should be appreciated that a variety of designs and reality presented hereinbefore
Those of apply example, and describe in more detail below design and embodiment can in many ways in any one come it is real
It applies, this is because conception and embodiment disclosed in this invention are not limited to any embodiment.In addition, disclosed by the invention one
A little aspects can be used alone, or otherwise any appropriately combined use with disclosed by the invention.
Although the present invention has been disclosed as a preferred embodiment, however, it is not to limit the invention.Skill belonging to the present invention
Has usually intellectual in art field, without departing from the spirit and scope of the present invention, when can be used for a variety of modifications and variations.Cause
This, the scope of protection of the present invention is defined by those of the claims.
Claims (6)
1. a kind of flight training movement automatic identification and scoring system based on ads-b technology, which is characterized in that the system packet
Include airborne ads-b emitter, ground receiving wastewater facility, data processing equipment, action recognition device, scoring apparatus；
The ground receiving wastewater facility, data processing equipment, action recognition device, scoring apparatus are mounted in monitoring center；
The airborne ads-b emitter is mounted on flight training devices, the flight for receiving flight training devices
Training instruction, flight training devices parameter current be sent to ground receiving wastewater facility；
The data received are sent to data processing equipment by the ground receiving wastewater facility, are located in advance to the data received
Reason, then pretreated data are sent to action recognition device；
The action recognition device is superimposed upon flight training dress for analyzing the data received, by flight training instruction
On the parameter current set, to obtain the corresponding flight training movement of flight training instruction and corresponding action parameter, it will obtain
The flight training movement and corresponding action parameter taken is sent to scoring apparatus；
The scoring apparatus using preset code of points to the flight training movement and corresponding action parameter received into
Row scoring.
2. flight training movement automatic identification and scoring system based on ads-b technology according to claim 1, which is characterized in that
The system also includes face identification devices, are mounted on flight training devices, for identification face's letter of current training user
Breath, the facial information of current training user is compared with face database, to identify the identity information of current training user.
3. flight training movement automatic identification and scoring system based on ads-b technology according to claim 1, which is characterized in that
The system also includes display devices；
The display device is connect with scoring apparatus, receives the scoring that scoring apparatus is sent, scoring is shown to user.
4. flight training movement automatic identification and scoring system based on ads-b technology according to claim 1, which is characterized in that
The system also includes communication devices；
The communication device is connect with scoring apparatus, and for receiving the scoring of scoring apparatus transmission, scoring is sent to specified visitor
Family end.
5. flight training movement automatic identification and scoring system based on ads-b technology according to claim 1, which is characterized in that
The system also includes alarm devices；
The alarm device is connect with scoring apparatus, receives the scoring that scoring apparatus is sent, if received scoring is lower than setting
Score threshold value, sounds an alarm.
6. flight training movement automatic identification and scoring system based on ads-b technology according to claim 1, which is characterized in that
The system also includes the filming apparatus being mounted in flight training devices, the operation video for captured in real-time user.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201910397032.2A CN110135728A (en) | 2019-05-14 | 2019-05-14 | Flight training movement automatic identification and scoring system based on ads-b technology |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910397032.2A CN110135728A (en) | 2019-05-14 | 2019-05-14 | Flight training movement automatic identification and scoring system based on ads-b technology |
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| CN110135728A true CN110135728A (en) | 2019-08-16 |
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| CN201910397032.2A Pending CN110135728A (en) | 2019-05-14 | 2019-05-14 | Flight training movement automatic identification and scoring system based on ads-b technology |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113762519A (en) * | 2020-06-03 | 2021-12-07 | 杭州海康威视数字技术股份有限公司 | Data cleaning method, device and equipment |
Citations (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1521655A (en) * | 2003-01-28 | 2004-08-18 | 中国南方航空股份有限公司 | Computer-aided teaching system and method for stimulated aviation training |
| CN101082668A (en) * | 2007-06-25 | 2007-12-05 | 北京航空航天大学 | Error calibrating method for high dynamic, multivariate and asynchronous nonitoring system |
| CN101110165A (en) * | 2007-08-15 | 2008-01-23 | 民航数据通信有限责任公司 | Data estimation system for ADS-B monitoring technology |
| CN101527088A (en) * | 2009-04-01 | 2009-09-09 | 四川九洲电器集团有限责任公司 | Broadcasting-mode automatic dependent surveillance track processing and device thereof |
| US20110246002A1 (en) * | 2010-04-02 | 2011-10-06 | Cloudahoy Inc. | Systems and methods for aircraft flight tracking and analysis |
| CN102522025A (en) * | 2011-11-29 | 2012-06-27 | 珠海翔翼航空技术有限公司 | Flight control quality evaluation system and method thereof |
| CN104867371A (en) * | 2015-05-29 | 2015-08-26 | 杨珊珊 | Aircraft training guiding device and method |
| CN105589466A (en) * | 2016-02-24 | 2016-05-18 | 谭圆圆 | Flight control device of unmanned aircraft and flight control method thereof |
| CN105629857A (en) * | 2016-03-17 | 2016-06-01 | 中国商用飞机有限责任公司 | System for monitoring environment of flight training device |
| CN106204375A (en) * | 2016-07-18 | 2016-12-07 | 成都艾尔伯特科技有限责任公司 | A kind of flight training management system |
| CN106686013A (en) * | 2017-03-10 | 2017-05-17 | 湖北天专科技有限公司 | Identity recognition device for unmanned aerial vehicle, recognition system and recognition method thereof |
| CN106803385A (en) * | 2017-04-09 | 2017-06-06 | 中国人民解放军空军航空大学飞行研究所 | Assessment system is examined in a kind of flight supplemental training |
| CN107590757A (en) * | 2017-08-25 | 2018-01-16 | 乐琦（北京）科技有限公司 | A kind of unmanned plane Driving Test method and its intelligent apparatus |
| CN108345989A (en) * | 2018-01-23 | 2018-07-31 | 上海拓攻机器人有限公司 | A kind of horizontal assessment method of flight management and system |
| CN108492053A (en) * | 2018-04-11 | 2018-09-04 | 北京汽车研究总院有限公司 | The training of driver's risk evaluation model, methods of risk assessment and device |
| CN109636686A (en) * | 2018-11-28 | 2019-04-16 | 河南职业技术学院 | English study monitoring method and system based on intelligent terminal |
-
2019
- 2019-05-14 CN CN201910397032.2A patent/CN110135728A/en active Pending
Patent Citations (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1521655A (en) * | 2003-01-28 | 2004-08-18 | 中国南方航空股份有限公司 | Computer-aided teaching system and method for stimulated aviation training |
| CN101082668A (en) * | 2007-06-25 | 2007-12-05 | 北京航空航天大学 | Error calibrating method for high dynamic, multivariate and asynchronous nonitoring system |
| CN101110165A (en) * | 2007-08-15 | 2008-01-23 | 民航数据通信有限责任公司 | Data estimation system for ADS-B monitoring technology |
| CN101527088A (en) * | 2009-04-01 | 2009-09-09 | 四川九洲电器集团有限责任公司 | Broadcasting-mode automatic dependent surveillance track processing and device thereof |
| US20110246002A1 (en) * | 2010-04-02 | 2011-10-06 | Cloudahoy Inc. | Systems and methods for aircraft flight tracking and analysis |
| CN102522025A (en) * | 2011-11-29 | 2012-06-27 | 珠海翔翼航空技术有限公司 | Flight control quality evaluation system and method thereof |
| CN104867371A (en) * | 2015-05-29 | 2015-08-26 | 杨珊珊 | Aircraft training guiding device and method |
| CN105589466A (en) * | 2016-02-24 | 2016-05-18 | 谭圆圆 | Flight control device of unmanned aircraft and flight control method thereof |
| CN105629857A (en) * | 2016-03-17 | 2016-06-01 | 中国商用飞机有限责任公司 | System for monitoring environment of flight training device |
| CN106204375A (en) * | 2016-07-18 | 2016-12-07 | 成都艾尔伯特科技有限责任公司 | A kind of flight training management system |
| CN106686013A (en) * | 2017-03-10 | 2017-05-17 | 湖北天专科技有限公司 | Identity recognition device for unmanned aerial vehicle, recognition system and recognition method thereof |
| CN106803385A (en) * | 2017-04-09 | 2017-06-06 | 中国人民解放军空军航空大学飞行研究所 | Assessment system is examined in a kind of flight supplemental training |
| CN107590757A (en) * | 2017-08-25 | 2018-01-16 | 乐琦（北京）科技有限公司 | A kind of unmanned plane Driving Test method and its intelligent apparatus |
| CN108345989A (en) * | 2018-01-23 | 2018-07-31 | 上海拓攻机器人有限公司 | A kind of horizontal assessment method of flight management and system |
| CN108492053A (en) * | 2018-04-11 | 2018-09-04 | 北京汽车研究总院有限公司 | The training of driver's risk evaluation model, methods of risk assessment and device |
| CN109636686A (en) * | 2018-11-28 | 2019-04-16 | 河南职业技术学院 | English study monitoring method and system based on intelligent terminal |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113762519A (en) * | 2020-06-03 | 2021-12-07 | 杭州海康威视数字技术股份有限公司 | Data cleaning method, device and equipment |
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