EP3031044A1 - Device and method for automatically updating a database of driving speed limits - Google Patents
Device and method for automatically updating a database of driving speed limitsInfo
- Publication number
- EP3031044A1 EP3031044A1 EP14749936.2A EP14749936A EP3031044A1 EP 3031044 A1 EP3031044 A1 EP 3031044A1 EP 14749936 A EP14749936 A EP 14749936A EP 3031044 A1 EP3031044 A1 EP 3031044A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- section
- database
- speed
- vehicle
- value
- 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
Links
- 238000000034 method Methods 0.000 title claims abstract description 20
- 238000004891 communication Methods 0.000 claims description 20
- 238000012545 processing Methods 0.000 claims description 7
- 230000006870 function Effects 0.000 claims description 6
- 210000001367 artery Anatomy 0.000 description 2
- 238000010586 diagram Methods 0.000 description 1
- 238000011065 in-situ storage Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000011144 upstream manufacturing Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
Classifications
-
- 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
- G08G1/052—Detecting movement of traffic to be counted or controlled with provision for determining speed or overspeed
-
- 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
- G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
- G08G1/0108—Measuring and analyzing of parameters relative to traffic conditions based on the source of data
- G08G1/0112—Measuring and analyzing of parameters relative to traffic conditions based on the source of data from the vehicle, e.g. floating car data [FCD]
-
- 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
- G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
- G08G1/0125—Traffic data processing
- G08G1/0133—Traffic data processing for classifying traffic situation
Definitions
- the present invention relates to a device or system and method for the fully automatic updating of a database of authorized speed limits on all sections of a road network. It also relates to the automatic constitution of a database of the average speeds of vehicle traffic on these sections for the implementation of the above method.
- mapping companies that acquire the data by means of vehicles which are equipped with cameras and which traverse the road network, section by section, in order to record "in situ" the speed limits displayed on the road. traffic signs.
- the present invention proposes to remedy this disadvantage by proposing, a system making it possible to fully automatic updating of a database of speed limits on these sections.
- the subject of the present invention is therefore a system for updating a database of the authorized speed limits of vehicles on at least one relevant section of a road network, comprising a remote server comprising said database of speeds. limits, a database of average speeds, means of communication with a system embedded on each vehicle, this embedded system comprising:
- locating means in particular of the GPS type, means of communication with the remote server,
- the onboard system and / or the remote server comprising a cartographic database of the road sections, characterized in that it comprises suitable means:
- the remote server may comprise means capable of taking as a new value the value closest to the maximum statistical value contained in a table of possible limit values.
- the threshold value may be a percentage of the value of the limit speed recorded in the limit velocity database.
- the means for locating a vehicle may be able to provide the heading thereof, and the direction of movement of the vehicle can be deduced from the latter.
- the onboard system may include a database of speed limits whose data will be updated according to those contained in the server speed limit database.
- the on-board system may include means for displaying the speed limit on the section concerned from its database of speed limits.
- the present invention also relates to a method for updating a database of vehicular traffic speed limits on at least one relevant section of a road network, comprising a remote server comprising said speed limit database. , a database of average speeds, means of communication with a system embedded on each vehicle, this embedded system comprising:
- locating means in particular of the GPS type, means of communication with the remote server,
- the onboard system and / or the remote server comprising a cartographic database of the road sections
- the remote server periodically calculates, for said section in question, the maximum statistical value of the average speed values of all the vehicles having crossed said concerned section during a determined period of time and which are stored in the database of average speeds,
- the new limit speed value for this section it will be possible to take the value closest to the maximum statistical value contained in a table of possible limit values. Moreover, the new value of the authorized speed limit can be displayed in the on-board system.
- the present invention thus also relates to a system for constituting a database of the average speeds of vehicle traffic on at least one section of a road network intended for the implementation of an update system.
- a speed limit database as previously described, characterized in that the Each vehicle's onboard system has suitable means:
- the remote server being in this case provided with means able to calculate the average speed of the vehicle on this section, the remote server comprising means able to put in a database average speeds, at least the identifier of the section concerned and said average speed value on this section, time of passage of the vehicle on the latter and the direction of movement on it.
- the cartographic database may comprise the following data:
- the locating means may be able to provide the position, the instantaneous speed and the heading of the vehicle.
- the locating means may be able to record, at determined time intervals, the successive instantaneous speeds of the vehicle, the embedded system may include means for storing these instantaneous speeds,
- the onboard system may include means for calculating the average of said instantaneous speeds.
- the locating means may be able to record, at determined time intervals, the successive instantaneous positions of the vehicle,
- the embedded system may include means for storing these instantaneous positions
- the onboard system may include means for calculating the length of the section concerned equal to the sum of the lengths of the segments separating two successive readings of the section concerned,
- the onboard system may include means for calculating the crossing time of the section concerned equal to the time separating the first and the last survey on this section,
- the onboard system may include means for calculating the average speed of the vehicle on the section concerned equal to the ratio of the length of the section on the crossing time thereof.
- the present invention also relates to a method for updating a database of vehicular traffic speed limits on at least one relevant section of a road network, comprising a remote server comprising said speed limit database. , a database of average speeds, communication means (15) with a system embedded on each vehicle, this embedded system comprising:
- locating means in particular of the GPS type, means of communication with the remote server, means for measuring the instantaneous speed of the vehicle,
- the onboard system and / or the remote server comprising a cartographic database of the road sections
- the new limit speed value for this section the value closest to the maximum statistical value contained in a table of possible limit values. It will also be possible to display in the on-board system the new value of the authorized speed limit.
- the subject of the present invention is also a method of constituting a database of the average speeds of vehicle traffic on at least one relevant section of a road network for the implementation of a method of updating a vehicle.
- a database of the speed limits as previously explained, this database of average speeds being contained in a remote server comprising means of communication with a system embedded on each vehicle, this embedded system comprising: locating means, in particular of the GPS type, means of communication with the remote server,
- the onboard system and / or the remote server comprising a cartographic database of the road sections
- the remote server upon receiving this communication, puts in the database average speeds, the identifier of the section concerned, said average speed value on this section, the time of passage on said section and the direction of traffic on it.
- the embedded system for calculating the average speed of the vehicle, the embedded system:
- the embedded system for calculating the average speed of the vehicle, the embedded system:
- FIG. 1 is a histogram of the average speeds of a set of vehicles having crossed the same road section, for which the speed limit displayed on it is equal to that recorded in the database,
- FIG. 2 is a histogram of the average speeds of a set of vehicles having crossed the same road section for which the speed limit displayed on it is lower than that recorded in the database,
- FIG. 3 is a schematic view of a system making it possible, first of all, to constitute a database of the average speeds of vehicles traveling on road sections and, in a second step, an update of the database. limiting speeds on these sections
- FIG. 4a is a schematic view of a road section extending between two section nodes
- FIG. 4b is a schematic view of this road section showing the positions of the various readings made on it by the system according to the invention
- FIG. 5 is a flowchart representing the various steps implemented according to the invention for compile a database of the average speeds of vehicles traveling on road sections
- FIG. 6 is a flowchart representing the various steps implemented according to the invention for updating a database of the authorized speed limits of vehicles traveling on road sections,
- FIG. 7 is a schematic view of an alternative embodiment of the system shown in FIG. 3,
- FIGS. 8a and 8b are diagrams showing the number of vehicles having crossed a determined section as a function of the average speed of travel of these vehicles on this section, respectively when the value stored in the database of the speed limits is correct and when this value is greater than the value displayed on the panels of the road section concerned.
- the present invention is based on the observation that, at present, more and more countries have put in place automated means of controlling vehicle speeds, so that it can be assumed that, statistically, the The majority of drivers abide by these speed limits and, in practice, set their speed slightly below the speed limit displayed on signs.
- the vehicle speeds are plotted on the abscissa and the number of vehicles traveling at these speeds is plotted on the ordinate.
- the speed respected by the drivers corresponds to the upper limit of the interval of the distribution of average speeds. vehicles traveling on the same road section.
- FIG. 2 also shows a histogram of speeds obtained on a road section for which the authorized speed limit V Lt is recorded in the database at 130 km / h. It can be seen from this histogram that the peak speed of the vehicles is no longer located, as it was in FIG. 1, just below the speed considered as the limit speed V Lt on this section, namely 130 km / h. , but well upstream of it, or at a speed between 100 and 110 km / h.
- the system according to the invention essentially uses a remote server 1 and the motor vehicles of the users who are equipped with an onboard system 3 which comprises geolocation means 5, in particular of the GPS type, as well as communication means 7 capable of communicating the latter with the remote server, in particular by a GPRS or 3G type network. It furthermore comprises a "cartographic base" 9 which contains the road network map and which makes it possible for the vehicles equipped with the onboard system 3, in combination with the positioning coordinates provided by the geolocation means 5, to be located on a map. This set is managed by a microprocessor 8. It is also known that the various axes of the road network are divided into sections t which each represent, as previously specified, an interval for which the value of the authorized speed limit V Lt is the same. These different sections are listed by a unique identifier ti, t 2 , ... t n .
- the cartographic base 9 comprises, for each of the segments t constituting the road network, its identifier t 1 , t 2 , ... t n , the meaning for each of these, the geolocation coordinates, in particular in latitude and longitude, at least the two ends N n and N n + i of these sections (hereinafter referred to as section nodes), and which represent each points separating two sections whose authorized speed limit V Lt is different or, in other words, points where this speed limit changes.
- FIG. 4a there is shown in this FIG. 4a a motorway section tn which starts at a node of section N n where the authorized speed limit changes from a value of 110 km / h to a value of 130 km / h and which ends at the next section node N n + i where the speed returns from 130 km / h to 110 km / h in the case of a vehicle moving from the node N n to the node N n + i.
- the remote server 1 comprises several databases, namely in particular a "speed limit base” 10 which contains the value of the authorized speed limit V Lt of each section of the road network, as well as a “base of the average speeds” 11 intended to receive the values of the average speeds V mt per section which are recorded during the process according to the invention.
- a speed limit base 10 which contains the value of the authorized speed limit V Lt of each section of the road network
- a base of the average speeds intended to receive the values of the average speeds V mt per section which are recorded during the process according to the invention.
- these databases are managed by a processor 13 which also manages remote communication means 15 intended to ensure the communication of the server 1 with the vehicles of the users equipped with the onboard system 3.
- the geolocation system 5 of the onboard system 3 of each of the moving vehicles, and under the management of the microprocessor 8, periodically raises, for example, with a periodicity p equal to one second, its position and, by consulting its cartographic database 9, it determines the road section concerned t n and the direction of movement of the vehicle thereon.
- the onboard system 3 monitors any change of section of the vehicle.
- the onboard system 3 detects any change of section and, as there is no change of section, it stores in the embedded system an information frame containing the time (day, time , minute, second) of the reading, the value of the instantaneous speed Vi t on this section, as well as the direction of circulation of the vehicle.
- the onboard system 3 calculates the average speed V mt of the vehicle during the crossing of the section just left.
- the onboard system may for example, in a first calculation mode, average the various instantaneous speeds Vi t that it will have collected in memory by the various readings it has made during its crossing of the section.
- the on-board system 3 can calculate the average speed V mt of the vehicle by comparing the length L t of the section with the time T t that the vehicle has traveled through it, since on the one hand knows the entry time of the vehicle on this section and the exit time thereof and is able, on the other hand, to calculate the length of the section t n .
- the system will note at each reading the position of the vehicle, so that it will be able to determine the length LS n of each segment segments Si, S2, ... S n separating two successive records of periodicity p.
- the average speed V mt will thus be equal to the sum of the length of these n segment segments over the travel time (nxp) of this section, namely:
- V mt LSi + LS 2 + ... + LS n
- the embedded system 3 then sends to the remote server 1 an information frame containing the value V mt of this average speed, the identification parameter t n of the section concerned, and the corresponding time (date, time). On reception, the latter puts this information frame in its base of average speeds 11.
- the various vehicles traveling on the different road sections will thus be able to automatically constitute the database of average speeds 11 of all the sections of a road network.
- the embedded system 3 can store this information frame in memory and communicate it to the remote server 1 only with a certain periodicity ranging from a few minutes to several days.
- the cartographic database 9 is integrated into the server 1.
- the on-board system 3 in relation to the server 1 and interrogates the map database 9 thereof so as to determine the section t n on which the vehicle is located and the location of the next section node t n by which the vehicle will pass. The rest of the process then takes place as explained above.
- the cartographic database 9 can be found both in the server 1 and in the embedded system 3.
- the present invention is particularly interesting in that it makes it possible to perform a fully automatic survey of the average speeds V mt of vehicles traveling the different sections of a road network and to constitute a database thereof which is usable for various applications in the field of traffic management.
- the processor 13 of the remote server 1 is able to construct, for each of the sections t n , a curve of the type shown in FIGS. 8a and 8b, on which the average speed V mt of the vehicles having crossed this road section t n during a given period and the ordinate the number of vehicles corresponding to these speeds.
- the processor 13 of the remote server 1 determines, for the sections that it wishes to check, the maximum value V Mt of the average speeds V mt of all the vehicles having crossed this section during the given period and which corresponds to the speed at which the maximum number of vehicles on this section rolled. This period can be reduced to a few minutes of observation if the object is to update a new speed limit on a variable speed road section and the vehicle flow contributing to the measurement is sufficient.
- the system compares this maximum value V M t with the value of the authorized speed limit V Lt recorded in the speed limit database 10 and, if the difference d is greater than a determined threshold value, for example 10%, it concludes that the value of the authorized speed limit V Lt on this section t n contained in this database of speed limits 10 is wrong.
- a determined threshold value for example 10%
- V Mt - V Lt 5 km / h
- the processor Since this difference is smaller than the value of 10% (taken here as a threshold value) of the value V Lt of the authorized speed limit recorded on this section, the processor considers that this value is correct and passes following the process as well as shown in Figure 6. It checks if the section is the last it wants to check and, if it is not the case, it goes to the next.
- the processor 13 determines as previously the value maximum V M t corresponding to the maximum number of vehicles for this speed value, ie 105 km / h, and then calculates the difference d.
- V Mt - V Lt 25 km / h
- the table TAB may consist of the speed limits in force on the road network, for example: 10, 30, 50, 70, 90, 110, and 130 km / h.
- the system will thus retain as a modified value V L ' of the authorized speed limit on this section the value of 110 km / h.
- the system then replaces in the base of the limiting speeds the value of V Lt by V L't .
- the processor 13 of the remote server 1 performs the same for all or part of the other sections t n of the road network.
- the embedded system 3 comprises, as shown in FIG. 7, in addition to the means previously mentioned, means for displaying visual messages using a screen 17 and / or sound messages by a speaker 19, as in the case of a "smartphone" for example.
- the remote server via its means of communication 15 and those 7 of the embedded system 3, to inform in particular in real time, the user of the vehicle of the modification of a speed limit, for example following work punctual or any other event that led the authorities of the road network to change the speed limit V L traffic on a road section for an indefinite period of time.
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- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Engineering & Computer Science (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Traffic Control Systems (AREA)
- Automation & Control Theory (AREA)
- Information Transfer Between Computers (AREA)
Abstract
Description
Claims
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
SI201431749T SI3031044T1 (en) | 2013-08-07 | 2014-07-30 | System and method for automatically updating a database of speed limits of traffic |
PL14749936T PL3031044T3 (en) | 2013-08-07 | 2014-07-30 | System and method for automatically updating a database of speed limits of traffic |
RS20210052A RS61324B1 (en) | 2013-08-07 | 2014-07-30 | System and method for automatically updating a database of speed limits of traffic |
HRP20210089TT HRP20210089T1 (en) | 2013-08-07 | 2021-01-19 | System and method for automatically updating a database of speed limits of traffic |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR1301897A FR3009640B1 (en) | 2013-08-07 | 2013-08-07 | DEVICE AND METHOD FOR AUTOMATIC UPDATING OF A DATABASE OF TRAFFIC SPEED LIMIT |
PCT/FR2014/051971 WO2015019002A1 (en) | 2013-08-07 | 2014-07-30 | Device and method for automatically updating a database of driving speed limits |
Publications (2)
Publication Number | Publication Date |
---|---|
EP3031044A1 true EP3031044A1 (en) | 2016-06-15 |
EP3031044B1 EP3031044B1 (en) | 2020-10-21 |
Family
ID=49876689
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP14749936.2A Active EP3031044B1 (en) | 2013-08-07 | 2014-07-30 | System and method for automatically updating a database of speed limits of traffic |
Country Status (14)
Country | Link |
---|---|
US (2) | US10431078B2 (en) |
EP (1) | EP3031044B1 (en) |
CA (1) | CA2919630C (en) |
DK (1) | DK3031044T3 (en) |
ES (1) | ES2844550T3 (en) |
FR (1) | FR3009640B1 (en) |
HR (1) | HRP20210089T1 (en) |
HU (1) | HUE053093T2 (en) |
LT (1) | LT3031044T (en) |
PL (1) | PL3031044T3 (en) |
PT (1) | PT3031044T (en) |
RS (1) | RS61324B1 (en) |
SI (1) | SI3031044T1 (en) |
WO (1) | WO2015019002A1 (en) |
Families Citing this family (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
FR3047467B1 (en) * | 2016-02-09 | 2018-03-09 | Alstom Transport Technologies | METHOD OF OPTIMIZING COMFORT IN A RAILWAY VEHICLE |
CN106683418A (en) * | 2016-12-15 | 2017-05-17 | 清华大学苏州汽车研究院(吴江) | Vehicle overspeed real-time analyzing system and vehicle overspeed real-time analyzing method |
FR3067150A1 (en) * | 2017-10-27 | 2018-12-07 | Continental Automotive France | PERSONALIZED LOCAL DISPLAY FOR ROADWAYS WITH CONDITIONAL CIRCULATION |
CN110849382A (en) * | 2018-08-21 | 2020-02-28 | 上海博泰悦臻网络技术服务有限公司 | Driving duration prediction method and device |
KR102654838B1 (en) * | 2018-10-30 | 2024-04-05 | 현대자동차주식회사 | Apparatus and method for analyzing driving data, and vehicle system |
FR3093055B1 (en) * | 2019-02-25 | 2022-11-18 | Coyote Sys | Speed Recommendation Methods and Systems |
EP3712870B1 (en) * | 2019-03-21 | 2022-11-02 | Zenuity AB | Method and arrangement for validating speed limit information for a road vehicle |
CN116348935A (en) * | 2020-10-16 | 2023-06-27 | 格步计程车控股私人有限公司 | Method, electronic device and system for predicting future overspeed |
CN116368544A (en) * | 2020-10-16 | 2023-06-30 | 格步计程车控股私人有限公司 | Method, electronic device and system for detecting overspeed |
EP4327313A1 (en) | 2021-07-26 | 2024-02-28 | Cariad Se | Method for determining a speed of traffic in a route section, detection device, vehicle and central computer |
CN116136848A (en) * | 2021-11-18 | 2023-05-19 | 北京车和家信息技术有限公司 | Map updating method and device |
Family Cites Families (16)
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CA2925145A1 (en) * | 2003-07-07 | 2005-01-13 | Insurance Services Office, Inc. | Traffic information system |
US7912628B2 (en) * | 2006-03-03 | 2011-03-22 | Inrix, Inc. | Determining road traffic conditions using data from multiple data sources |
US8417442B2 (en) * | 2006-09-19 | 2013-04-09 | Intuitive Control Systems, Llc | Collection, monitoring, analyzing and reporting of traffic data via vehicle sensor devices placed at multiple remote locations |
DE102007031329A1 (en) * | 2007-07-05 | 2009-01-08 | Continental Automotive Gmbh | Navigation system i.e. mobile navigation system, operating method for use in motor vehicle for e.g. planning route for driver, involves assigning starting point and end point of roadway to digital map of navigation system |
EP2218063A1 (en) * | 2007-11-06 | 2010-08-18 | Tele Atlas North America, Inc. | Method and system for the use of probe data from multiple vehicles to detect real world changes for use in updating a map |
US7912629B2 (en) * | 2007-11-30 | 2011-03-22 | Nokia Corporation | Methods, apparatuses, and computer program products for traffic data aggregation using virtual trip lines and a combination of location and time based measurement triggers in GPS-enabled mobile handsets |
DE102009045761B4 (en) * | 2008-10-21 | 2022-12-22 | Continental Automotive Technologies GmbH | Method for updating a speed limit contained in a digital map |
US10161758B2 (en) * | 2009-01-16 | 2018-12-25 | Tomtom Global Content B.V. | Method for creating speed profiles for digital maps |
US8639654B2 (en) * | 2009-03-16 | 2014-01-28 | Tomtom Global Content B.V. | Method for updating digital maps |
EP2341493A1 (en) * | 2009-12-29 | 2011-07-06 | Research In Motion Limited | System and method for faster detection of traffic jams |
FR2963149B1 (en) * | 2010-07-20 | 2014-03-07 | Coyote Sys | METHOD FOR IMPROVING THE RELIABILITY OF SPEED LIMIT INDICATIONS FOR ONBOARD SYSTEMS |
US9098956B2 (en) * | 2013-09-26 | 2015-08-04 | Lytx, Inc. | Dynamic uploading protocol |
GB201420988D0 (en) * | 2014-11-26 | 2015-01-07 | Tomtom Telematics Bv | Apparatus and method for vehicle economy improvement |
US9761133B2 (en) * | 2015-06-26 | 2017-09-12 | Here Global B.V. | Determination of a free-flow speed for a link segment |
US10354526B2 (en) * | 2016-12-01 | 2019-07-16 | Here Global B.V. | Determining lane specific speed information |
US10922965B2 (en) * | 2018-03-07 | 2021-02-16 | Here Global B.V. | Method, apparatus, and system for detecting a merge lane traffic jam |
-
2013
- 2013-08-07 FR FR1301897A patent/FR3009640B1/en active Active
-
2014
- 2014-07-30 RS RS20210052A patent/RS61324B1/en unknown
- 2014-07-30 EP EP14749936.2A patent/EP3031044B1/en active Active
- 2014-07-30 DK DK14749936.2T patent/DK3031044T3/en active
- 2014-07-30 HU HUE14749936A patent/HUE053093T2/en unknown
- 2014-07-30 PL PL14749936T patent/PL3031044T3/en unknown
- 2014-07-30 US US14/910,468 patent/US10431078B2/en active Active
- 2014-07-30 LT LTEP14749936.2T patent/LT3031044T/en unknown
- 2014-07-30 PT PT147499362T patent/PT3031044T/en unknown
- 2014-07-30 WO PCT/FR2014/051971 patent/WO2015019002A1/en active Application Filing
- 2014-07-30 ES ES14749936T patent/ES2844550T3/en active Active
- 2014-07-30 SI SI201431749T patent/SI3031044T1/en unknown
- 2014-07-30 CA CA2919630A patent/CA2919630C/en active Active
-
2019
- 2019-08-19 US US16/543,960 patent/US11257365B2/en active Active
-
2021
- 2021-01-19 HR HRP20210089TT patent/HRP20210089T1/en unknown
Non-Patent Citations (1)
Title |
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See references of WO2015019002A1 * |
Also Published As
Publication number | Publication date |
---|---|
PT3031044T (en) | 2021-01-20 |
SI3031044T1 (en) | 2021-04-30 |
HUE053093T2 (en) | 2021-06-28 |
US11257365B2 (en) | 2022-02-22 |
EP3031044B1 (en) | 2020-10-21 |
US10431078B2 (en) | 2019-10-01 |
PL3031044T3 (en) | 2021-05-31 |
FR3009640B1 (en) | 2022-11-18 |
FR3009640A1 (en) | 2015-02-13 |
RS61324B1 (en) | 2021-02-26 |
HRP20210089T1 (en) | 2021-03-05 |
WO2015019002A1 (en) | 2015-02-12 |
CA2919630A1 (en) | 2015-02-12 |
US20160210854A1 (en) | 2016-07-21 |
CA2919630C (en) | 2022-07-12 |
US20200035095A1 (en) | 2020-01-30 |
LT3031044T (en) | 2021-02-10 |
ES2844550T3 (en) | 2021-07-22 |
DK3031044T3 (en) | 2021-01-25 |
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