CN107101980A - The fluorescence detector virtual value compensation method of microscratch amount and system - Google Patents

The fluorescence detector virtual value compensation method of microscratch amount and system Download PDF

Info

Publication number
CN107101980A
CN107101980A CN201710109577.XA CN201710109577A CN107101980A CN 107101980 A CN107101980 A CN 107101980A CN 201710109577 A CN201710109577 A CN 201710109577A CN 107101980 A CN107101980 A CN 107101980A
Authority
CN
China
Prior art keywords
value
data
peak value
diaphragm
mentioned
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201710109577.XA
Other languages
Chinese (zh)
Other versions
CN107101980B (en
Inventor
刘秦豫
吴哲
张天琪
王先松
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shaanxi Normal University
Original Assignee
Shaanxi Normal University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shaanxi Normal University filed Critical Shaanxi Normal University
Priority to CN201710109577.XA priority Critical patent/CN107101980B/en
Publication of CN107101980A publication Critical patent/CN107101980A/en
Application granted granted Critical
Publication of CN107101980B publication Critical patent/CN107101980B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
    • G01N21/63Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
    • G01N21/64Fluorescence; Phosphorescence
    • G01N21/6428Measuring fluorescence of fluorescent products of reactions or of fluorochrome labelled reactive substances, e.g. measuring quenching effects, using measuring "optrodes"
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
    • G01N21/63Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
    • G01N21/64Fluorescence; Phosphorescence
    • G01N21/6428Measuring fluorescence of fluorescent products of reactions or of fluorochrome labelled reactive substances, e.g. measuring quenching effects, using measuring "optrodes"
    • G01N21/643Measuring fluorescence of fluorescent products of reactions or of fluorochrome labelled reactive substances, e.g. measuring quenching effects, using measuring "optrodes" non-biological material
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
    • G01N21/63Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
    • G01N21/64Fluorescence; Phosphorescence
    • G01N21/6428Measuring fluorescence of fluorescent products of reactions or of fluorochrome labelled reactive substances, e.g. measuring quenching effects, using measuring "optrodes"
    • G01N2021/6432Quenching
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00Features of devices classified in G01N21/00
    • G01N2201/12Circuits of general importance; Signal processing
    • G01N2201/127Calibration; base line adjustment; drift compensation

Landscapes

  • Health & Medical Sciences (AREA)
  • Immunology (AREA)
  • Physics & Mathematics (AREA)
  • Chemical & Material Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Optics & Photonics (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Pathology (AREA)
  • Molecular Biology (AREA)
  • Investigating, Analyzing Materials By Fluorescence Or Luminescence (AREA)
  • Investigating Or Analysing Materials By The Use Of Chemical Reactions (AREA)

Abstract

The present invention relates to a kind of microscratch amount fluorescence detector virtual value compensation method, including:A. collection obtains the initial data of diaphragm fluorescent value;B. smothing filtering is carried out to above-mentioned initial data;C. according to the data after above-mentioned smothing filtering, calculating obtains detecting peak value;D. above-mentioned detection peak value is modified, to be compensated to fluorescent material detection virtual value.The invention further relates to a kind of microscratch amount fluorescence detector virtual value compensation system.The present invention can carry out dynamic compensation data, the sensitivity of stabilizer instrument and rate of false alarm according to diaphragm use state, increase the service life of diaphragm.

Description

The fluorescence detector virtual value compensation method of microscratch amount and system
Technical field
The present invention relates to a kind of microscratch amount fluorescence detector virtual value compensation method and system.
Background technology
Microscratch amount fluorescence detector compares traditional explosive detection instrument, the characteristics of having high sensitivity, fast response time, Have wide practical use in the important safety check place such as subway, airport.The core of this quasi-instrument is to be coated with the glass substrate Machine thin-film material, this material has the attribute of fluorescent quenching to explosive molecule.When there is explosive molecule contacts thin-film material, Fluorescence volume can be made to diminish, instrument determines whether there is the presence of explosive molecule by the change of fluorescence intensity.
Inevitably, the same with most of organic fluorescence materials, this kind of organic film material is due to photobleaching, diaphragm The factors such as pollution, as the fluorescence intensity using diaphragm can slowly die down, diaphragm has certain life-span limitation.Entirely using Time range in, the variable quantity of fluorescent quenching also can dying down and diminish with diaphragm integral fluorescence intensity, if with fixation Threshold value come judge whether detection explosive when, such situation just occurs:Some materials that new diaphragm can be detected And can't detect using old diaphragm, the state of the detection sensitivity heavy dependence diaphragm of instrument.Because new diaphragm is to finite concentration The change in fluorescence that material is produced exceedes alarm threshold value, and in the later stage used, with the consumption of diaphragm, same amount of material is produced Change in fluorescence amount again be less than alarm threshold value, it is impossible to alarm.
Can all there are two parameters of rate of false alarm and sensitivity for most explosive detection instrument, and the two are crucial Parameter mutually restriction again, one of parameter is improved simply can cause the reduction of another parameter, for fluoroscopic examination class instrument Device is particularly true, because fluorescence diaphragm is running stores, it is necessary to be regularly replaced according to service condition, the diaphragm newly changed is sensitiveer With actively, data dithering is relatively large, easily wrong report, in order to not reduce rate of false alarm, it is necessary to which alarm threshold value is set relatively Height, such rate of false alarm and sensitivity obtain an active balance, but with using, more and more blunt, the data dithering that diaphragm becomes Also it is relatively small, but in the case that alarm threshold value is constant, some sensitivity can be caused to decline rapidly, cause what some should be measured Thing can't detect.
The content of the invention
In view of this, it is necessary to which a kind of microscratch amount fluorescence detector virtual value compensation method and system are provided.
The present invention provides a kind of microscratch amount fluorescence detector virtual value compensation method, and this method comprises the following steps:A. adopt Collection obtains the initial data of diaphragm fluorescent value;B. smothing filtering is carried out to above-mentioned initial data;C. according to above-mentioned smothing filtering after Data, calculating obtain detect peak value;D. above-mentioned detection peak value is modified, to be mended to fluorescent material detection virtual value Repay.
Wherein, described step a is specifically included:The initial data A for obtaining diaphragm fluorescent value is gathered using analog-digital converter (A1,A2,A3,,,,,,,An-1,An,An+1)。
Described step b is specifically included:Wn=(An-j,+An-j+1,+An,+An+j-1,+An+j)/(2j-1), obtain data (W1,W2,W3,,,,,,,Wn-1,Wn,Wn+1), wherein j is constant.
Described step c is specifically included:Detection peak value H is asked for using differential methodi=Wi-n-Wi, obtain data (H1,H2, H3,,,,,,,Hn-1,Hn,Hn+1)。
Described step d is specifically included:Using formula:Jn=(Q/Wn)b* Hn is modified to above-mentioned detection peak value, its In, Q and b are constant.
The present invention also provides a kind of microscratch amount fluorescence detector virtual value compensation system, and the system includes acquisition module, filter Ripple module, computing module and compensating module, wherein:The acquisition module is used to gather the initial data for obtaining diaphragm fluorescent value; The filtration module is used to carry out smothing filtering to above-mentioned initial data;After the computing module is used for according to above-mentioned smothing filtering Data, calculating obtain detect peak value;The compensating module is used to be modified above-mentioned detection peak value, to be examined to fluorescent material Virtual value is surveyed to compensate.
Wherein, described acquisition module specifically for:The original number for obtaining diaphragm fluorescent value is gathered using analog-digital converter According to A (A1,A2,A3,,,,,,,An-1,An,An+1)。。
Described filtration module specifically for:Wn=(An-j,+An-j+1,+An,+An+j-1,+An+j)/(2j-1), obtain data (W1,W2,W3,,,,,,,Wn-1,Wn,Wn+1), wherein j is constant.
Described computing module specifically for:Detection peak value H is asked for using differential methodi=Wi-n-Wi, obtain data (H1, H2,H3,,,,,,,Hn-1,Hn,Hn+1)。
Described compensating module specifically for:Using formula:Jn=(Q/Wn)b* Hn is modified to above-mentioned detection peak value, Wherein, Q and b is constant.
Microscratch amount fluorescence detector virtual value compensation method of the present invention and system, can enter action according to diaphragm use state The compensation data of state, the sensitivity of stabilizer instrument and rate of false alarm, increase the service life of diaphragm.
Brief description of the drawings
Fig. 1 is a kind of flow chart of microscratch amount fluorescence detector virtual value compensation method of the invention;
Fig. 2 is a kind of hardware architecture diagram of microscratch amount fluorescence detector virtual value compensation system of the invention.
Embodiment
Below in conjunction with the accompanying drawings and specific embodiment the present invention is further detailed explanation.
As shown in fig.1, being a kind of work of microscratch amount fluorescence detector virtual value compensation method preferred embodiment of the invention Industry flow chart.
Step S1, collection obtains the initial data of diaphragm fluorescent value.Specifically:
The original for obtaining diaphragm fluorescent value is gathered using ADC (Analog-to-Digital Converter, analog-digital converter) Beginning data A (A1,A2,A3,,,,,,,An-1,An,An+1)。
Step S2, smothing filtering is carried out to above-mentioned initial data.It is specific as follows:
Initial data A is subjected to smothing filtering, to eliminate big burr, specific method is Wn=(An-j,+An-j+1,+ An,+An+j-1,+An+j)/(2j-1), obtain data (W1,W2,W3,,,,,,,Wn-1,Wn,Wn+1), wherein j is constant.It is appreciated that , according to the actual conditions of filtering, if noise is very serious, j can be larger, if noise is not serious, and j can take small by one Point.J=3 is taken in the present embodiment.
Step S3, according to the data after above-mentioned smothing filtering, calculating obtains detecting peak value.Specifically:
Detection peak value H is asked for using differential methodi=Wi-n-Wi, obtain data (H1,H2,H3,,,,,,,Hn-1,Hn,Hn+1)。 Wherein, time span n is set, such as the present embodiment sampling 10 per second according to sampling rate and the difference of substance detection time Data, and single sample detection maximum time is 10 seconds, then the present embodiment just takes N=10*10.
Step S4, is modified to above-mentioned detection peak value, to be compensated to fluorescent material detection virtual value.It is specific and Speech:
Correction formula is:Jn=(Q/Wn)b*Hn。
Wherein, Q and b is constant, and Q is relevant with the maximum of sampled data, and b is relevant with diaphragm sensitivity and fluorescence decay.
In the present embodiment, the digital-to-analogue converter of 16 is used, therefore changes into maximum after the decimal system and is 65535, therefore Q is set to Q=65535.B is relevant with diaphragm sensitivity and fluorescence decay, can be drawn from many experiments sensitive Degree and fluorescence decay by b into being set to b=2 in quadratic relationship, therefore the present embodiment.
As shown in fig.2, being a kind of hardware architecture diagram of microscratch amount fluorescence detector virtual value compensation system of the invention.Should System includes acquisition module, filtration module, computing module and compensating module.
The acquisition module is used to gather the initial data for obtaining diaphragm fluorescent value.Specifically:
The acquisition module obtains film using ADC (Analog-to-Digital Converter, analog-digital converter) collections Initial data A (the A of piece fluorescent value1,A2,A3,,,,,,,An-1,An,An+1)。
The filtration module is used to carry out smothing filtering to above-mentioned initial data.It is specific as follows:
Initial data A is carried out smothing filtering by the filtration module, and to eliminate big burr, specific method is Wn= (An-j,+An-j+1,+An,+An+j-1,+An+j)/(2j-1), obtain data (W1,W2,W3,,,,,,,Wn-1,Wn,Wn+1), wherein j is Constant.It is understood that according to the actual conditions of filtering, if noise is very serious, j can be larger, if noise is not tight Weight, j can take a little bit smaller.J=3 is taken in the present embodiment.
The computing module is used for according to the data after above-mentioned smothing filtering, and calculating obtains detecting peak value.Specifically:
The computing module asks for detection peak value H using differential methodi=Wi-n-Wi, obtain data (H1,H2,H3,,,,,,, Hn-1,Hn,Hn+1).Wherein, time span n is set, such as the present embodiment according to sampling rate and the difference of substance detection time 10 data of sampling per second, and single sample detection maximum time is 10 seconds, then the present embodiment just takes N=10*10.
The compensating module is used to be modified above-mentioned detection peak value, to be mended to fluorescent material detection virtual value Repay.Specifically:
Correction formula is:Jn=(Q/Wn)b*Hn。
Wherein, Q and b is constant, and Q is relevant with the maximum of sampled data, and b is relevant with diaphragm sensitivity and fluorescence decay.
In the present embodiment, the digital-to-analogue converter of 16 is used, therefore changes into maximum after the decimal system and is 65535, therefore Q is set to Q=65535.B is relevant with diaphragm sensitivity and fluorescence decay, can be drawn from many experiments sensitive Degree and fluorescence decay by b into being set to b=2 in quadratic relationship, therefore the present embodiment.
The present invention can be derived that effective penalty coefficient based on a kind of normalization backoff algorithm, the algorithm.Make diaphragm whole Similar responsiveness is shown in individual life span, so that the sensitivity of instrument will not drastically decline with the use of diaphragm, Meanwhile, the present invention also increases the Acceptable life of diaphragm.
Although the present invention is described with reference to current better embodiment, those skilled in the art should be able to manage Solution, above-mentioned better embodiment is only used for illustrating the present invention, any in the present invention not for limiting protection scope of the present invention Spirit and spirit within, any modification, equivalence replacement, improvements for being done etc., should be included in the present invention right guarantor Within the scope of shield.

Claims (10)

1. a kind of microscratch amount fluorescence detector virtual value compensation method, it is characterised in that this method comprises the following steps:
A. collection obtains the initial data of diaphragm fluorescent value;
B. smothing filtering is carried out to above-mentioned initial data;
C. according to the data after above-mentioned smothing filtering, calculating obtains detecting peak value;
D. above-mentioned detection peak value is modified, to be compensated to fluorescent material detection virtual value.
2. the method as described in claim 1, it is characterised in that described step a is specifically included:
Initial data A (the A for obtaining diaphragm fluorescent value are gathered using analog-digital converter1,A2,A3,,,,,,,An-1,An,An+1)。
3. method as claimed in claim 2, it is characterised in that described step b is specifically included:
Wn=(An-j,+An-j+1,+An,+An+j-1,+An+j)/(2j-1), obtain data (W1,W2,W3,,,,,,,Wn-1,Wn,Wn+1), Wherein j is constant.
4. method as claimed in claim 3, it is characterised in that described step c is specifically included:
Detection peak value H is asked for using differential methodi=Wi-n-Wi, obtain data (H1,H2,H3,,,,,,,Hn-1,Hn,Hn+1)。
5. method as claimed in claim 4, it is characterised in that described step d is specifically included:
Using formula:Jn=(Q/Wn)b* Hn is modified to above-mentioned detection peak value, wherein, Q and b are constant.
6. a kind of microscratch amount fluorescence detector virtual value compensation system, it is characterised in that the system includes acquisition module, filtering mould Block, computing module and compensating module, wherein:
The acquisition module is used to gather the initial data for obtaining diaphragm fluorescent value;
The filtration module is used to carry out smothing filtering to above-mentioned initial data;
The computing module is used for according to the data after above-mentioned smothing filtering, and calculating obtains detecting peak value;
The compensating module is used to be modified above-mentioned detection peak value, to be compensated to fluorescent material detection virtual value.
7. system as claimed in claim 6, it is characterised in that described acquisition module specifically for:
Initial data A (the A for obtaining diaphragm fluorescent value are gathered using analog-digital converter1,A2,A3,,,,,,,An-1,An,An+1)。
8. system as claimed in claim 7, it is characterised in that described filtration module specifically for:
Wn=(An-j,+An-j+1,+An,+An+j-1,+An+j)/(2j-1), obtain data (W1,W2,W3,,,,,,,Wn-1,Wn,Wn+1), Wherein j is constant.
9. system as claimed in claim 8, it is characterised in that described computing module specifically for:
Detection peak value H is asked for using differential methodi=Wi-n-Wi, obtain data (H1,H2,H3,,,,,,,Hn-1,Hn,Hn+1)。
10. system as claimed in claim 9, it is characterised in that described compensating module specifically for:
Using formula:Jn=(Q/Wn)b* Hn is modified to above-mentioned detection peak value, wherein, Q and b are constant.
CN201710109577.XA 2017-02-27 2017-02-27 Effective value compensation method and system for micro trace fluorescence detector Active CN107101980B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710109577.XA CN107101980B (en) 2017-02-27 2017-02-27 Effective value compensation method and system for micro trace fluorescence detector

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710109577.XA CN107101980B (en) 2017-02-27 2017-02-27 Effective value compensation method and system for micro trace fluorescence detector

Publications (2)

Publication Number Publication Date
CN107101980A true CN107101980A (en) 2017-08-29
CN107101980B CN107101980B (en) 2020-09-25

Family

ID=59675543

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710109577.XA Active CN107101980B (en) 2017-02-27 2017-02-27 Effective value compensation method and system for micro trace fluorescence detector

Country Status (1)

Country Link
CN (1) CN107101980B (en)

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100032583A1 (en) * 2005-04-25 2010-02-11 Polestar Technologies, Inc. Optical Chemical Sensor Feedback Control System
CN202057569U (en) * 2011-05-18 2011-11-30 北京汇丰隆经济技术开发有限公司 Automatic correction system for aerosol particle analyzer
CN103140753A (en) * 2010-10-08 2013-06-05 梅特勒-托利多公开股份有限公司 Method for operating an optochemical sensor and measuring instrument
CN203405428U (en) * 2013-04-26 2014-01-22 上海精谱科技有限公司 Energy dispersion x fluorescence analyzer
CN104641219A (en) * 2012-08-21 2015-05-20 奥里巴Abx股份有限公司 Method for compensating for the aging of a reagent during fluorescence measurements carried out on particles, and biological analysis device implementing the method
JP2015222179A (en) * 2014-05-22 2015-12-10 凸版印刷株式会社 Fluorescent chip for correction

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100032583A1 (en) * 2005-04-25 2010-02-11 Polestar Technologies, Inc. Optical Chemical Sensor Feedback Control System
CN103140753A (en) * 2010-10-08 2013-06-05 梅特勒-托利多公开股份有限公司 Method for operating an optochemical sensor and measuring instrument
CN202057569U (en) * 2011-05-18 2011-11-30 北京汇丰隆经济技术开发有限公司 Automatic correction system for aerosol particle analyzer
CN104641219A (en) * 2012-08-21 2015-05-20 奥里巴Abx股份有限公司 Method for compensating for the aging of a reagent during fluorescence measurements carried out on particles, and biological analysis device implementing the method
CN203405428U (en) * 2013-04-26 2014-01-22 上海精谱科技有限公司 Energy dispersion x fluorescence analyzer
JP2015222179A (en) * 2014-05-22 2015-12-10 凸版印刷株式会社 Fluorescent chip for correction

Also Published As

Publication number Publication date
CN107101980B (en) 2020-09-25

Similar Documents

Publication Publication Date Title
Hansen et al. tweezercalib 2.0: Faster version of MatLab package for precise calibration of optical tweezers
JP4397692B2 (en) System and method for multi-photon counting with time correlation
CN109073536B (en) Information processing device, information processing method, program, and information processing system
US11781974B2 (en) Method for detecting gas concentration in glass bottle with dynamical threshold adjustment
CN101069093A (en) Self-adjusting electrochemical sensor
CN110441374B (en) Dissolved oxygen sensor compensation method based on SA-BP neural network
CN112345759B (en) Method for detecting fluorescence intensity peak
CN108630330A (en) Pressurized-water reactor nuclear power plant instrument system detector test process method, apparatus and system
CN104749156A (en) Raman spectrum detection method
Nakhostin Recursive algorithms for digital implementation of neutron/gamma discrimination in liquid scintillation detectors
Halter et al. An automated protocol for performance benchmarking a widefield fluorescence microscope
TW202033939A (en) Cavity ring-down spectroscopy having interleaved data acquisition for interference mitigation
CN111521883A (en) Method and system for obtaining electric field measurement value of high-voltage direct-current transmission line
CN108268025B (en) Elasticity evaluation method for networked control system under random disturbance
CN107101980A (en) The fluorescence detector virtual value compensation method of microscratch amount and system
Casciati et al. Structural health monitoring by Lyapunov exponents of non‐linear time series
CN117556327A (en) Method for detecting diseases and insect pests of red-tassel sorghum
CN108169215A (en) A kind of computational methods of emission spectrometer time of integration upper limit setting
US11525781B2 (en) Method for measuring oxygen and apparatus for measuring oxygen
CN106248653A (en) A kind of method improving LIBS quantitative analysis long-time stability
CN109933883A (en) A kind of current in resistance property Growth Rate Calculation method based on multiple linear regression
CN115980230A (en) Liquid chromatogram-mass spectrum combined instrument calibration device and calibration method thereof
Ahmadzadeh et al. Automated analysis of individual particles using a commercial capillary electrophoresis system
CN117132504B (en) Method for removing interference based on single photon spectrum counting technology imaging
CN110333148B (en) Soil dynamic shear modulus testing method based on fine analysis of vibration attenuation curve

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
CB02 Change of applicant information

Address after: 518000 six layer C unit of A building, Shenfu Bao science and Technology Industrial Park, Futian District Free Trade Zone, Shenzhen, Guangdong

Applicant after: Shenzhen sword Defense Technology Co. Ltd.

Address before: 518000 six layer C unit of A building, Shenfu Bao science and Technology Industrial Park, Futian District Free Trade Zone, Shenzhen, Guangdong

Applicant before: Shaanxi Normal University

CB02 Change of applicant information
GR01 Patent grant
GR01 Patent grant