CN104977574B - Coast station AIS equipment precision analysis method for marine radar alignment and calibration - Google Patents

Coast station AIS equipment precision analysis method for marine radar alignment and calibration Download PDF

Info

Publication number
CN104977574B
CN104977574B CN201510394528.6A CN201510394528A CN104977574B CN 104977574 B CN104977574 B CN 104977574B CN 201510394528 A CN201510394528 A CN 201510394528A CN 104977574 B CN104977574 B CN 104977574B
Authority
CN
China
Prior art keywords
ais equipment
precision
error
base station
equipment
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.)
Active
Application number
CN201510394528.6A
Other languages
Chinese (zh)
Other versions
CN104977574A (en
Inventor
刘宁波
王国庆
孙璐
于晓涵
周伟
何东亮
关键
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.)
Naval Aeronautical Engineering Institute of PLA
Original Assignee
Naval Aeronautical Engineering Institute of PLA
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 Naval Aeronautical Engineering Institute of PLA filed Critical Naval Aeronautical Engineering Institute of PLA
Priority to CN201510394528.6A priority Critical patent/CN104977574B/en
Publication of CN104977574A publication Critical patent/CN104977574A/en
Application granted granted Critical
Publication of CN104977574B publication Critical patent/CN104977574B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/02Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
    • G01S7/40Means for monitoring or calibrating

Abstract

The invention discloses a coast station AIS equipment precision analysis method for marine radar alignment and calibration and relates to the field of marine radar alignment and calibration. During the conventional AIS equipment-based radar alignment and calibration process, the precision analysis on the AIS equipment is not generally involved. If the precision of the AIS equipment is not right, a major error is easily resulted in alignment and calibration result. A ship provided with A type AIS equipment and high-precision GPS equipment is adopted as a target ship. When the target ship is in the uniform linear motion state or in the state, the highest possible azimuth error and the highest possible range error of the target ship, caused by coast station AIS equipment and ship-mounted AIS equipment, are respectively calculated. Through comparing the above errors with error thresholds, whether the precision of the coast station AIS equipment meets the alignment and calibration requirements of marine radars or not can be judged. Based on the above analysis method, required measured data can be conveniently acquired, and a sufficient quantity of data can be easily acquired. Therefore, stable AIS precision estimation results can be formed. The method is high in credibility and can be used for the alignment and calibration of marine radars of different types.

Description

Towards the base station AIS equipment precision analytical method of marine radar calibration
Technical field
The present invention relates to the base station AIS equipment precision analysis research direction in marine radar error calibration field, is to utilize The real time data that base station AIS equipment is received carries out the premise of marine radar error calibration, it is adaptable to bank base and hip-based platform condition Under navigation, search, warning, the error calibration of the sea-surface target detection radar such as Target indication.
Background technology
AIS, i.e. automatic recognition system, be in order to assist VTS and using a kind of communication response set It is standby, many equipment such as GPS location information, VHF communication machine, display are integrated with one, report automatically position to lead to as a kind of ship Letter facility, can using self-organizing time division multiple acess access way Auto broadcast and receive Ship dynamic situation, static state and it is related to navigation Data.Due to the abundant information of AIS, GPS location precision and it is round-the-clock the features such as, obtain in navigational field and widely should With.The ship that International Maritime Organization is built after Qiang ZhiyaoQiung in July, 2000 must install AIS transponders.It is extensive with AIS Using the marine ships GPS location data for having researcher proposition to receive and parse through out using base station AIS equipment, as sea thunder True value position during school up to standard, and directly will regard as being a kind of GPS Calibration Methods using the radar calibration method of AIS.From It is marine select radar calibration ship target when, be typically not concerned with the positioning precision of watercraft AIS, VHF communication postpone, bank Whether through base station forwarding etc. when platform AIS equipment is received.If the positioning precision for watercraft AIS occur is poor, or base station AIS equipment During reception the problems such as other base stations forward, be there is into larger error in the ship target true value for causing radar calibration, so as to So that larger error is still suffered from after radar calibration.Accordingly, it would be desirable to effectiveness to base station AIS equipment receiving data and reflect The precision of target location be analyzed and checking.At present, have no the base station AIS equipment precision analysis towards marine radar calibration The research report in direction.
The content of the invention
It is an object of the invention to provide a kind of base station AIS equipment precision that can apply to marine radar error calibration point Analysis method.The method, is contrasted using linear uniform motion ship as object observing using high-precision GPS receiving data as true value Calculate base station AIS equipment receiving data time precision;Object observing is only used as with stationary ship, base station AIS equipment is calculated to obtain in contrast The positional precision of receiving data, on this basis, sets up place latitude and longitude value with reference to marine radar, under WGS84 coordinate systems, meter Calculate maximum possible azimuthal error and maximum possible range error are respectively obtained by time precision and positional precision, will finally obtain Azimuthal error and range error are compared with the threshold value obtained by Radar Design precision respectively, judgement base station AIS equipment essence Whether degree meets marine radar error calibration requirement.The method can be only used as target with stationary ship using sea motion to be carried out point Analysis, data acquisition is convenient and data volume is sufficient, and Accuracy extimate is stable, thus whether patent of the present invention can be to base station AIS equipment Meet marine radar calibration requirement and make accurate evaluation.
Base station AIS equipment precision analytical method towards marine radar calibration of the present invention, comprises the following steps:With Used as true value, first using linear uniform motion target as object observing, base station is calculated to obtain in contrast to the data that high-precision GPS is received The time precision of AIS equipment receiving data, then using static target as object observing, the reception of base station AIS equipment is calculated to obtain in contrast The positional precision of data, on this basis, with reference to marine radar set up place latitude and longitude value, under WGS84 coordinate systems, calculate by Time precision and positional precision respectively obtain maximum possible azimuthal error and maximum possible range error, finally by the orientation for obtaining Error and range error are compared with the threshold value obtained by Radar Design precision respectively, if azimuthal error and range error are equal Less than corresponding thresholding, then it is assumed that base station AIS equipment precision meets marine radar calibration requirement.
The present invention compares background technology and has the following advantages:
(1) measured data needed for the analysis method obtains convenient, and is readily available the data volume of abundance;
(2) analysis method can obtain stable base station AIS equipment estimated accuracy;
(3) the error threshold generation type of the analysis method can be adjusted in good time for different type marine radar;
(4) target computed range and azimuthal error of the analysis method using different motion state, credible result degree are high.
Description of the drawings
Fig. 1 is the implementing procedure figure of the present invention, wherein, 1,2 is starter;3~16,18,20 is computing device;17、 19 is comparator;21 is display device.
Specific embodiment
The present invention is described in further detail below in conjunction with Figure of description.With reference to Figure of description, the tool of the present invention The following step of body embodiment point:
(1) to install the ship P of A classes onboard AIS equipment and high-precision GPS equipment as target, wherein, high-precision GPS Device location measurement error is less than 0.6 meter, and data updating rate is more than or equal to 20 hertz, kinestate instruction device record P ships Current motion state, if P ships do linear uniform motion on sea, kinestate instruction device output result is 1, if P ships exist Sea is static, then kinestate instruction device output result is 0.
(2) starter 1 and starter 2 receive the output result of kinestate instruction device, if receiving motion The output result of state indicating device is 1, then starter 1 sends execute instruction to computing device 3 and computing device 4, starts Device 2 sends forbids execute instruction;If the output result for receiving kinestate instruction device is 0, starter 2 is to calculating Device 5 and computing device 6 send execute instruction, and starter 1 sends forbids execute instruction.
(3) computing device 3 after the execute instruction for receiving device 1 starts to receive the message that base station AIS equipment is received, And which is parsed, if the message that base station AIS equipment is received meets following 4 features simultaneously:1. message authentication code value is to disappear The identifier of breath 1;2. indicator value is forwarded to be 0;3. user's identification code value is P ship identification codes;4. accommodation precision value is 1, then Judge the message for efficient message.
(4) computing device 4 after the execute instruction for receiving device 1 starts to receive onboard AIS equipment receiving data, and Which is parsed, P ship longitude and latitude (α are obtained11) and correspondence time t1
(5) computing device 7 receives the base station AIS equipment efficient message of the output of computing device 3, and parsing obtains P ship longitudes and latitudes (α22) and correspondence time t2, must ensure to meet α12And β12Data points be not less than at 1000 points.
(6) computing device 10 receives 7 output result of computing device 4 and computing device, and calculating is all to meet α12And β1= β2Data point correspondence the time time difference △ t, △ t using equation below calculating
△ t=t2-t1
Wherein, △ t, t1、t2Unit be second, △ t>0 to show that base station AIS equipment receives P ship position information stagnant Afterwards;It is no-delay that △ t=0 then show that base station AIS equipment receives P ship position information;△t<0 shows that base station AIS equipment is received It is advanced to P ship positions information, and the maximum of statistical computation △ t absolute values.
(7) computing device 12 receives the output result of computing device 10, under WGS84 coordinate systems, using marine radar frame If the latitude and longitude value on ground, the maximum possible distance for causing is calculated from base station AIS equipment time precision to error delta rt;Computing device 13 output results for receiving computing device 10, under WGS84 coordinate systems, set up the latitude and longitude value on ground using marine radar, according to Trigonometric function relation calculates maximum possible orientation error delta Θ caused by base station AIS equipment time precisiont, △ rtWith △ Θt Computing formula is as follows
Δrt=vmax (△ t),
Wherein, v represents P ship movement velocitys, and R represents that marine radar sets up the distance between place and P ship actual positions.
(8) computing device 16 is according to treating calibration Radar Design range accuracy computed range to error threshold Tr, wherein, TrFor Treat the 1/5 of calibration Radar Design range accuracy;Computing device 18 is according to treating calibration Radar Design bearing accuracy computer azimuth to by mistake Difference thresholding TΘ, wherein, TΘTo treat the 1/5 of calibration Radar Design bearing accuracy.
(9) comparator 17 is by the output result △ r of computing device 12tWith output result T of computing device 16rRelatively, if △ rt< Tr, then 17 output result of comparator is 1;If △ is rt> Tr, then 17 output result of comparator is 0.
(10) comparator 19 is by the output result △ Θ of computing device 13tWith output result T of computing device 18ΘRelatively, If △ is Θt< TΘ, then 19 output result of comparator is 1;If △ is Θt> TΘ, then 19 output result of comparator is 0.
(11) computing device 20 receives the output result of comparator 17 and comparator 19, carries out summation operation, and stores meter Result is calculated, the wherein initialization value of computing device 20 is 0.
(12), after computing device 5 receives the execute instruction of starter 2, start to receive onboard AIS equipment receiving data, And which is parsed, obtain P ship longitude and latitude (αAA), the P ship positions points that computing device 5 is obtained must be more than at 1000 points.
(13), after computing device 6 receives the execute instruction of starter 2, start to receive high-precision GPS equipment reception number According to, and which is parsed, obtain P ship longitude and latitude (αGG), the P ship positions points that computing device 6 is obtained must be more than at 1000 points.
(14) computing device 8 receives the output result of computing device 5, calculates all (αAA) average (m that putsαA,mβA) and Standard deviation (σαAβA), and forming dynamic range with average and 3 times of standard deviations, then its dynamic range forms rectangular area ZAFour The calculation of longitude & latitude formula on summit is as follows
(mαA+3σαA,mβA+3σβA), (mαA+3σαA,mβA-3σβA),
(mαA-3σαA,mβA+3σβA), (mαA-3σαA,mβA-3σβA)。
(15) computing device 9 receives the output result of computing device 6, calculates all (αGG) average (m that putsαG,mβG) and Standard deviation (σαGβG), and forming dynamic range with average and 3 times of standard deviations, then its dynamic range forms rectangular area ZGFour The calculation of longitude & latitude formula on summit is as follows
(mαG+3σαG,mβG+3σβG), (mαG+3σαG,mβG-3σβG),
(mαG-3σαG,mβG+3σβG), (mαG-3σαG,mβG-3σβG)。
(16) computing device 11 receives the output result of computing device 8 and computing device 9, under WGS84 coordinate systems, calculates ZGFour summits and ZAFour summits distance between any two, takes wherein maximum, is designated as △ rm
(17) computing device 14 receives the output result of computing device 11, under WGS84 coordinate systems, using marine radar frame If the latitude and longitude value on ground, the maximum possible distance for causing is calculated from onboard AIS equipment positional precision to error delta rA;Computing device 15 output results for receiving computing device 11, under WGS84 coordinate systems, set up the latitude and longitude value on ground using marine radar, according to Trigonometric function relation calculates maximum possible orientation error delta Θ caused by onboard AIS equipment positional precisionA, △ rAWith △ ΘA Computing formula it is as follows
ΔrA=Δ rm,
Wherein, R represents that marine radar sets up the distance between place and P ship actual positions.
(18) comparator 17 is by the output result △ r of computing device 14AWith output result T of computing device 16rCompare, if △rA< Tr, then 17 output result of comparator is 1;If △ is rA> Tr, then 17 output result of comparator is 0.
(19) comparator 19 is by the output result △ Θ of computing device 15AWith output result T of computing device 18ΘRelatively, If △ is ΘA< TΘ, then 19 output result of comparator is 1;If △ is ΘA> TΘ, then 19 output result of comparator is 0.
(20) computing device 20 receives the output result of comparator 17 and comparator 19, and has stored in computing device 20 As a result on the basis of, the output result of cumulative comparator 17 and comparator 19, obtains summed result.
(21) output result of 21 receiving/storing device 20 of display device shown, if showing, result is 4, is judged Base station AIS equipment precision meets marine radar calibration requirement;If showing, result is less than 4, judges that base station AIS equipment precision can not Meet marine radar calibration requirement.

Claims (4)

1. towards the base station AIS equipment precision analytical method of marine radar calibration, it is characterised in that comprise the following steps:
(1) to install the ship P of A classes onboard AIS equipment and high-precision GPS equipment as target, using message authentication code, user Identification code, forwarding designator and accommodation degree of accuracy carry out joint judgement, judge effectively to disappear in the message received from base station AIS equipment Breath;
(2) make P ships linear uniform motion be done on sea, contrast from onboard AIS equipment receiving data and the reception of base station AIS equipment and disappear The P ships longitude and latitude parsed in breath and time, search identical latitude and longitude value and distinguish the corresponding time, calculate time difference, count To base station AIS equipment time precision, the latitude and longitude value on ground is set up on this basis using marine radar, under WGS84 coordinate systems, The maximum possible distance for causing is calculated from base station AIS equipment time precision according to trigonometric function relation can to error and maximum Energy orientation error, specially:The P ships longitude and latitude that hypothesis is parsed from onboard AIS equipment receiving data is (α11), correspondence Time is t1, the P ships longitude and latitude parsed from step (1) efficient message is (α22), the correspondence time is t2, must ensure to meet α12And β12Data points be not less than at 1000 points, calculate and all meet α12And β12Data point correspondence the time Time difference Δ t, Δ t using equation below calculate
Δ t=t2-t1,
Wherein, Δ t, t1、t2Unit be the second, Δ t > 0 then show that base station AIS equipment receives P ship position information delays;Δ It is no-delay that t=0 then shows that base station AIS equipment receives P ship position information;Δ t < 0 then show that base station AIS equipment receives P ships Positional information is advanced, the maximum of statistical computation Δ t absolute values, on this basis, under WGS84 coordinate systems, using sea thunder Up to the latitude and longitude value for setting up ground, calculated according to trigonometric function relation the maximum possible that caused by base station AIS equipment time precision away from Descriscent error delta rtWith maximum possible orientation error delta Θt, i.e.,
Δrt=vmax (Δ t),
Wherein, v represents P ship movement velocitys, and R represents that marine radar sets up the distance between place and P ship actual positions;
(3) make P ships remain static, calculate high-precision GPS equipment respectively and onboard AIS equipment provides the equal of longitude and latitude degrees of data Value and standard deviation, and form dynamic ranges with average and 3 times of standard deviations, high-precision GPS equipment is measured position as true value, Under WGS84 coordinate systems, the latitude and longitude value on ground is set up with reference to marine radar, calculated by onboard AIS equipment according to trigonometric function relation The maximum possible distance that positional precision causes is to error and maximum possible orientation error;
(4) distance for obtaining step (2) and step (3) is compared with setting thresholding respectively to error and orientation error, When all error amounts are below thresholding, then base station AIS equipment precision meets marine radar calibration requirement.
2. as claimed in claim 1 towards the base station AIS equipment precision analytical method of marine radar calibration, it is characterised in that The step (1) is specially:To install the ship P of A classes onboard AIS equipment and high-precision GPS equipment as target, wherein, it is high Precision GPS device position measurement error is less than 0.6 meter, and data updating rate is more than or equal to 20 hertz, disappears when base station AIS equipment is received Breath meets following 4 features simultaneously:1. message authentication code value is the identifier of message 1;2. indicator value is forwarded to be 0;3. user Identity value is P ship identification codes;4. accommodation precision value is 1, then judge the message for efficient message.
3. as claimed in claim 1 towards the base station AIS equipment precision analytical method of marine radar calibration, it is characterised in that The step (3) is specially:To exclude impact of the time error to position error measurement, target P is placed in into resting state, it is assumed that The P ships longitude and latitude parsed from high-precision GPS equipment receiving data is (αGG), solve from onboard AIS equipment receiving data The P ships longitude and latitude of precipitation is (αAA), the P ship positions points that two equipment are obtained must be more than at 1000 points, calculate all (αGG) Average (the m of pointαG,mβG) and standard deviation (σαGβG), then its dynamic range forms rectangular area ZGThe longitude and latitude meter on four summits Calculate formula as follows
(mαG+3σαG,mβG+3σβG), (mαG+3σαG,mβG-3σβG),
(mαG-3σαG,mβG+3σβG), (mαG-3σαG,mβG-3σβG);
Calculate all (αAA) average (m that putsαA,mβA) and standard deviation (σαAβA), then its dynamic range forms rectangular area ZA The calculation of longitude & latitude formula on four summits is as follows
(mαA+3σαA,mβA+3σβA), (mαA+3σαA,mβA-3σβA),
(mαA-3σαA,mβA+3σβA), (mαA-3σαA,mβA-3σβA),
Under WGS84 coordinate systems, Z is calculatedGFour summits and ZAFour summits distance between any two, takes wherein maximum, is designated as Δrm, recycle marine radar to set up the latitude and longitude value on ground, calculated by onboard AIS equipment positional precision according to trigonometric function relation The maximum possible distance for causing is to error delta rAWith maximum possible orientation error delta ΘA, i.e.,
ΔrA=Δ rm,
Wherein, R represents that marine radar sets up the distance between place and P ship actual positions.
4. as claimed in claim 1 towards the base station AIS equipment precision analytical method of marine radar calibration, it is characterised in that The step (4) is specially:The distance that step (2) and step (3) are obtained is to error delta rt、ΔrARespectively with distance to error Thresholding TrRelatively, orientation error delta Θ that step (2) and step (3) are obtainedt、ΔΘARespectively with orientation error threshold TΘ Compare, wherein, TrTo treat the 1/5, T of calibration Radar Design range accuracyΘTo treat the 1/5 of calibration Radar Design bearing accuracy, when When all error amounts are below respective threshold, then base station AIS equipment precision meets marine radar calibration requirement.
CN201510394528.6A 2015-07-07 2015-07-07 Coast station AIS equipment precision analysis method for marine radar alignment and calibration Active CN104977574B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510394528.6A CN104977574B (en) 2015-07-07 2015-07-07 Coast station AIS equipment precision analysis method for marine radar alignment and calibration

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510394528.6A CN104977574B (en) 2015-07-07 2015-07-07 Coast station AIS equipment precision analysis method for marine radar alignment and calibration

Publications (2)

Publication Number Publication Date
CN104977574A CN104977574A (en) 2015-10-14
CN104977574B true CN104977574B (en) 2017-05-03

Family

ID=54274254

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510394528.6A Active CN104977574B (en) 2015-07-07 2015-07-07 Coast station AIS equipment precision analysis method for marine radar alignment and calibration

Country Status (1)

Country Link
CN (1) CN104977574B (en)

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104035080A (en) * 2014-04-15 2014-09-10 中国人民解放军海军大连舰艇学院 Frequency storage and transmission type ship-borne radar active calibration device

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB1085071A (en) * 1963-11-15 1967-09-27 Elliott Brothers London Ltd Radar target simulators
US5977906A (en) * 1998-09-24 1999-11-02 Eaton Vorad Technologies, L.L.C. Method and apparatus for calibrating azimuth boresight in a radar system
US6121919A (en) * 1999-07-23 2000-09-19 Eaton-Vorad Technologies, L.L.C. Method and apparatus for range correction in a radar system
JP2009025042A (en) * 2007-07-17 2009-02-05 Japan Radio Co Ltd Marine apparatus for tracking target
CN104184990B (en) * 2014-06-03 2017-11-17 南通航运职业技术学院 A kind of intelligent video monitoring system of pathfinder or AIS tracking parameter guiding

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104035080A (en) * 2014-04-15 2014-09-10 中国人民解放军海军大连舰艇学院 Frequency storage and transmission type ship-borne radar active calibration device

Also Published As

Publication number Publication date
CN104977574A (en) 2015-10-14

Similar Documents

Publication Publication Date Title
CN108061889B (en) AIS and radar angle system deviation correlation method
CN114174850A (en) System and method for high integrity satellite positioning
CN105487088B (en) RAIM algorithms based on Kalman filtering in a kind of satellite navigation system
US10909715B1 (en) High-integrity optical pose estimation using coded features
CN103592658A (en) New method for RAIM (receiver autonomous integrity monitoring) based on satellite selecting algorithm in multimode satellite navigation system
CN110133637B (en) Target positioning method, device and system
CN105116390B (en) Towards marine radar calibration measured value and AIS true value point to construction method
KR101738384B1 (en) System for integrity checking of measured location of DGNSS and method for integrity checking using for thereof
US9024805B1 (en) Radar antenna elevation error estimation method and apparatus
CN110889380B (en) Ship identification method and device and computer storage medium
CN107783154B (en) A kind of receiver-autonomous integrity fault detection and method for removing
US9638806B2 (en) System and method for detecting ambiguities in satellite signals for GPS tracking of vessels
CN105116391A (en) Marine radar error calibration-oriented valid target sequence set combined analysis method
CN103983986A (en) Particle filter-based improved RAIM (Receiver Autonomous Integrity Monitoring) anti-deception jamming method
EP4024087A2 (en) Gnss signal spoofing detection via bearing and/or range sensor observations
CN106601032A (en) Multi-path terrain integrity detection method based on downward-looking sensor
CN104977574B (en) Coast station AIS equipment precision analysis method for marine radar alignment and calibration
Zalewski GNSS integrity concepts for maritime users
EP3916430A1 (en) Single delta range differences using synthetic clock steering
CN113359122A (en) Method and device for checking reasonability of pulse radar measurement data
CN110196444A (en) Ship automatic positioning method and device based on marine radar
Li et al. Integrity Evaluation Method of GBAS Based on Extremum Distribution Model
KR20130115834A (en) Ship location system and method
US11668839B2 (en) Terrain database assisted GNSS spoofing determination using radar observations
CN116299234A (en) Correction method and system for lightning standard calibration error

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant