EP3204928A2 - Détermination d'une vitesse optimale pour un véhicule automobile approchant d'un feu tricolore - Google Patents
Détermination d'une vitesse optimale pour un véhicule automobile approchant d'un feu tricoloreInfo
- Publication number
- EP3204928A2 EP3204928A2 EP15820438.8A EP15820438A EP3204928A2 EP 3204928 A2 EP3204928 A2 EP 3204928A2 EP 15820438 A EP15820438 A EP 15820438A EP 3204928 A2 EP3204928 A2 EP 3204928A2
- Authority
- EP
- European Patent Office
- Prior art keywords
- speed
- motor vehicle
- traffic light
- vehicle
- estimated
- 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.)
- Ceased
Links
- 238000000034 method Methods 0.000 claims abstract description 16
- 238000013459 approach Methods 0.000 claims description 8
- 230000001105 regulatory effect Effects 0.000 claims description 6
- 230000001133 acceleration Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 101100275737 Gallus gallus CHRDL1 gene Proteins 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 238000003384 imaging method Methods 0.000 description 1
- 230000011664 signaling Effects 0.000 description 1
- 238000004088 simulation Methods 0.000 description 1
- 230000002123 temporal effect Effects 0.000 description 1
- 230000001960 triggered effect Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0967—Systems involving transmission of highway information, e.g. weather, speed limits
- G08G1/096708—Systems involving transmission of highway information, e.g. weather, speed limits where the received information might be used to generate an automatic action on the vehicle control
- G08G1/096725—Systems involving transmission of highway information, e.g. weather, speed limits where the received information might be used to generate an automatic action on the vehicle control where the received information generates an automatic action on the vehicle control
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W30/00—Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
- B60W30/14—Adaptive cruise control
- B60W30/16—Control of distance between vehicles, e.g. keeping a distance to preceding vehicle
- B60W30/162—Speed limiting therefor
-
- 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
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0967—Systems involving transmission of highway information, e.g. weather, speed limits
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0967—Systems involving transmission of highway information, e.g. weather, speed limits
- G08G1/096708—Systems involving transmission of highway information, e.g. weather, speed limits where the received information might be used to generate an automatic action on the vehicle control
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0967—Systems involving transmission of highway information, e.g. weather, speed limits
- G08G1/096708—Systems involving transmission of highway information, e.g. weather, speed limits where the received information might be used to generate an automatic action on the vehicle control
- G08G1/096716—Systems involving transmission of highway information, e.g. weather, speed limits where the received information might be used to generate an automatic action on the vehicle control where the received information does not generate an automatic action on the vehicle control
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0967—Systems involving transmission of highway information, e.g. weather, speed limits
- G08G1/096733—Systems involving transmission of highway information, e.g. weather, speed limits where a selection of the information might take place
- G08G1/096758—Systems involving transmission of highway information, e.g. weather, speed limits where a selection of the information might take place where no selection takes place on the transmitted or the received information
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
- G08G1/0967—Systems involving transmission of highway information, e.g. weather, speed limits
- G08G1/096766—Systems involving transmission of highway information, e.g. weather, speed limits where the system is characterised by the origin of the information transmission
- G08G1/096783—Systems involving transmission of highway information, e.g. weather, speed limits where the system is characterised by the origin of the information transmission where the origin of the information is a roadside individual element
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W30/00—Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
- B60W30/14—Adaptive cruise control
- B60W30/143—Speed control
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/09—Arrangements for giving variable traffic instructions
- G08G1/095—Traffic lights
Definitions
- the present invention relates generally to the field of motor vehicles, and more specifically to a method and an onboard system for determining the optimum speed to be adopted by a motor vehicle when it approaches a traffic light.
- Cooperative Intelligent Transport Systems or C-ITS, Co-operative Intelligent Transport Systems
- C-ITS Co-operative Intelligent Transport Systems
- a cooperative system for applications relating to the exchange of information between a motor vehicle 1 and a traffic light 2 essentially comprises:
- an electronic unit (not shown) fixed on the traffic light 2, capable in particular of generating and transmitting messages periodically by a wireless link;
- An on-board module on the motor vehicle including a receiver 10 adapted to receive the messages, and a processing module (not shown) for extracting and processing the received message data according to the intended application.
- the messages transmitted by the traffic light also called SPAT messages (English initials set for Signal Phase And Time Messages) essentially include location information relating to the position of the fire, status information relating to the phase (red, orange or green) in which the fire is located, and temporal information relating to the times at which the phase changes are expected.
- a first possible application concerns self-driving motor vehicles equipped with a "Start and Go" feature aimed at reducing vehicle consumption when stationary at traffic lights.
- Spreading the fire status information and the remaining times for the phases to a vehicle allows the vehicle to optimize these stop and restart strategies. For example, if the vehicle approaches a red light, it goes back to the vehicle information about the minimum duration at which the fire will still remain red. From this information, it is possible for the onboard computer of the vehicle to determine whether stopping the engine will reduce or not the overall consumption of the vehicle taking into account the subsequent restart phase. Similarly, the information transmitted will be used to optimize the moment of the restart that will be triggered a few seconds before going green.
- FIG. 2 diagrammatically illustrates the various steps generally implemented by the on-vehicle processing module 1 in the context of a GLOSA-type algorithm 110, and as described in particular in the document "Performance study of a Green Light Optimized".
- Speed Advisory (GLOSA) Application Using an Integrative Cooperative ITS Simulation Platform "(Katsaros et al, 2011 IEEE - 978-1-4577-9538-2 / 11):
- the processing begins with the reception of a message SPAT (step 100) by the on-board receiver 10, for the extraction of the information contained in the message.
- the processing module can calculate the total distance D T L of the path separating the motor vehicle 1 from the traffic light 2 (step 111). Also knowing the current speed U 0 of the vehicle 1 and its current acceleration ao, the processing module then proceeds to estimate the time TJL necessary for the motor vehicle 1 to travel this total distance D T L (Step 112). This estimate is usually done using the following system of equations:
- the processing module is able to provide a recommended speed V G according to the state occupied by the traffic light 2 at the end of the estimated time T T L (step 119), and taking into account the preference to information U m i n , U m ax corresponding to speed limits respectively minimum and maximum of the route taken, when known.
- the vehicle will be able to continue driving, if possible reaching the maximum speed limit U ma x (steps 113 and 114) .
- the system will estimate a speed Ut according to the relation:
- T R is the additional time required for the light to turn green (steps 115 and 116).
- T R + T 0 corresponds to the additional time required for the light to turn green (steps 117 and 118).
- a disadvantage of the GLOSA algorithm is that it does not take sufficient account of the environment of the vehicle 1.
- the system has the values U m i n and U ma x, it does not take into account the fact that several speed limits can intervene in the path separating the motor vehicle from the traffic lights.
- it does not consider other important environmental data such as the presence of another vehicle on the course.
- the speed V G recommended by the GLOSA system is not always adapted to the situation encountered.
- the present invention aims to propose a solution that improves the accuracy of the optimal speed finally delivered to the motor vehicle from a GLOSA type system.
- the invention proposes to use information available elsewhere from other systems embedded on the vehicle.
- the present invention firstly relates to a method for determining an optimum speed to be adopted by a motor vehicle when said motor vehicle approaches a traffic light, said optimum speed being a function of a speed recommended estimated by a first embedded system, on receipt of a message from said traffic light from a determination of a total distance of the path separating the motor vehicle from the traffic light, an estimate of the time required for the vehicle said total distance and a determination of a speed recommended according to the state occupied by the traffic light at the end of the estimated time, the method being characterized in that said recommended speed and / or said optimum speed is also function of at least one speed limitation obtained via a second system onboard said motor vehicle.
- said total distance of the path is decomposable into a succession of road sections
- said recommended speed is a function of a plurality of speed limits obtained via the second onboard system, each speed limit corresponding to a maximum authorized regulatory speed value on each section of said succession of road sections.
- the time required for the motor vehicle to travel the said total distance is for example estimated by the first embedded system according to the relation:
- Li corresponds to a length of each section i associated with a prescribed maximum speed value SU
- U0 is the current speed of the motor vehicle.
- each section and the regulatory maximum speed value associated with each section are preferably delivered by a navigation system forming said second system and comprising a receiver on board the motor vehicle.
- the second onboard system is a cruise control system capable of detecting the presence and estimating the speed of a third vehicle at the front of said motor vehicle, and said at least one speed limit corresponds to the estimated speed of the third vehicle.
- Said optimum speed can be determined by taking the minimum value between said estimated speed of the third vehicle and the recommended speed.
- the invention also relates to a system for determining an optimum speed to be adopted by a motor vehicle when said motor vehicle approaches a traffic light, said optimum speed being a function of a recommended speed estimated by a first embedded system on receipt of a message emitted by said traffic light from a determination of a total distance of the path separating the motor vehicle from the traffic light, an estimate of the time necessary for the motor vehicle to travel the said total distance and a determination of a recommended speed as a function of the state occupied by the traffic light at the end of the estimated time, the system being characterized in that it determines said recommended speed and / or said optimum speed also as a function of at least one speed limitation obtained via a second system onboard said motor vehicle.
- the second onboard system is a navigation system capable of delivering the length of each section of a succession of road sections decomposing said total distance of the route, and a regulatory maximum speed value associated with each section.
- the first system can then estimate the time required for the motor vehicle to travel the total distance according to the length and regulatory speed associated with each section.
- the second onboard system is a cruise control system capable of detecting the presence and to estimate the speed of a third vehicle at the front of said motor vehicle, and in that it determines said speed optimal depending on the speed recommended by the first system and the estimated speed of the third vehicle.
- the two embodiments are not exclusive, and can very well be combined into a system that would use both the data provided by a navigation system to optimize the value of the speed recommended by the GLOSA system, based on a better estimate of travel time, and data provided by a cruise control system to take into account a constraint related to the presence of a third-party vehicle.
- FIG. 1 schematically illustrates a motor vehicle equipped with a system according to the invention, at the approach of a traffic light;
- FIG. 2 gives a simplified block diagram of a known GLOSA algorithm
- FIGS. 3a and 3b explain an example of implementation of the method using the data provided by a navigation system
- FIGS. 4a and 4b explain an example of implementation of the method using data provided by a cruise control system.
- the motor vehicle 1 generally also has:
- a receiver 11 for the navigation aid, of a receiver 11, for example a satellite signal receiver of the GPS type; and or
- a sensor 12 such as a camera or radar, which makes it possible to monitor the space in front of the vehicle 1, and to calculate the distance, the direction and the speed of third-party vehicles which precede it .
- the presence of one and / or two additional systems on board the motor vehicle can be used to refine the recommended speed V G given by the GLOSA system 10, as will be described using various situations not following restrictions:
- 3a illustrates in particular the case where several speed limits, represented here by two traffic signs 3 (one at 70 km / h, the other at 50 km / h), are present on the DJL distance distance separating the motor vehicle 1 of the traffic light 2.
- the total distance path DTL is decomposable into a succession of road sections, in our example two sections of respective length Li and L ⁇ , each section being associated with a maximum authorized speed value for the section ie 70 km / hour for the length section Li, and 50 km / hour for the length section L 2 .
- these data can be extracted from the navigation system since the latter knows how to anticipate the path that the motor vehicle will follow, and generally has, in its cartographic database, information of length of sections and associated regulatory speed limits. .
- the present invention proposes, as illustrated in FIG. step 112 to take into account all associated leg length / speed limit torque pairs provided by the navigation system 11.
- the time T T L required for the motor vehicle 1 to travel the total distance DJL is estimated by the first onboard system 10 by preferably applying it according to the relation: wherein L, corresponds to a length of each section i associated with a prescribed maximum speed value SU, and U 0 is the current speed of the motor vehicle.
- the pairs (SLi, Li) may be provided by a system other than a navigation system, for example an imaging system from images captured by an onboard camera, able to recognize the panels. signaling 3 arranged on the road.
- FIG. 4a illustrates another situation in which a third vehicle 4 is present on the path separating the motor vehicle 1 from the traffic light 2.
- this third vehicle 4 will be detected by the speed control system 12 which will be able to to deliver the speed V F of this third vehicle 4.
- a first possibility according to the invention consists in determining, during a step 150, an optimum speed VOPT to be adopted by the vehicle by taking the minimum value between the estimated VF speed of the third vehicle 4 and the recommended speed V G by the GLOSA system.
- Another possibility would be to refine the estimation step 112 of the travel time T T L also taking into account the estimated speed V F of the third vehicle.
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Atmospheric Sciences (AREA)
- Engineering & Computer Science (AREA)
- Transportation (AREA)
- Automation & Control Theory (AREA)
- Mechanical Engineering (AREA)
- Traffic Control Systems (AREA)
- Electric Propulsion And Braking For Vehicles (AREA)
- Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
- Controls For Constant Speed Travelling (AREA)
- Regulating Braking Force (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR1402270A FR3027109B1 (fr) | 2014-10-08 | 2014-10-08 | Determination d'une vitesse optimale pour un vehicule automobile approchant d'un feu tricolore |
PCT/EP2015/073301 WO2016055589A2 (fr) | 2014-10-08 | 2015-10-08 | Détermination d'une vitesse optimale pour un véhicule automobile approchant d'un feu tricolore |
Publications (1)
Publication Number | Publication Date |
---|---|
EP3204928A2 true EP3204928A2 (fr) | 2017-08-16 |
Family
ID=51905189
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP15820438.8A Ceased EP3204928A2 (fr) | 2014-10-08 | 2015-10-08 | Détermination d'une vitesse optimale pour un véhicule automobile approchant d'un feu tricolore |
Country Status (6)
Country | Link |
---|---|
US (1) | US10916133B2 (ja) |
EP (1) | EP3204928A2 (ja) |
JP (1) | JP2017533506A (ja) |
CN (1) | CN107209988B (ja) |
FR (1) | FR3027109B1 (ja) |
WO (1) | WO2016055589A2 (ja) |
Families Citing this family (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102015016349B4 (de) | 2015-10-07 | 2023-02-23 | Volkswagen Aktiengesellschaft | Vorrichtung und Verfahren für ein Fahrassistenzsystem für ein Fahrzeug sowie Vorrichtung und Verfahren für eine Kontrollinstanz für ein kontrollierbares Verkehrszeichen |
EP3231682B1 (en) * | 2016-04-15 | 2018-12-26 | Volvo Car Corporation | Handover notification arrangement, a vehicle and a method of providing a handover notification |
LU93392B1 (en) | 2016-12-22 | 2018-06-22 | Luxembourg Inst Science & Tech List | Method and system for enhanced traffic light signaling and for computing a target speed of an automotive vehicle |
CN106875709A (zh) * | 2017-04-27 | 2017-06-20 | 爱易成技术(天津)有限公司 | 一种基于红绿灯的车速诱导方法、***及车辆 |
JP6611085B2 (ja) * | 2017-09-27 | 2019-11-27 | マツダ株式会社 | 車両制御装置 |
WO2019172897A1 (en) * | 2018-03-07 | 2019-09-12 | Google Llc | Driver feedback for efficiently traversing intersections |
SE1851025A1 (en) * | 2018-08-30 | 2020-03-01 | Scania Cv Ab | Method and control arrangement for calculating an appropriate vehicle speed |
CN111862635B (zh) * | 2020-02-28 | 2022-08-09 | 重庆长安汽车股份有限公司 | 一种基于交通信号灯的车速控制方法、装置及汽车 |
CN111397631A (zh) * | 2020-04-10 | 2020-07-10 | 上海安吉星信息服务有限公司 | 一种导航路径的规划方法、装置和导航设备 |
EP3905218B1 (en) * | 2020-04-27 | 2023-11-01 | Volkswagen Aktiengesellschaft | Method and system for providing map and spat messages for a newly established set of at least one traffic light |
CN112562326A (zh) * | 2020-11-26 | 2021-03-26 | 上汽通用五菱汽车股份有限公司 | 车速引导方法、服务器及可读存储介质 |
US20240038068A1 (en) * | 2022-07-28 | 2024-02-01 | Ford Global Technologies, Llc | Vehicle speed and lane advisory to efficienctly navigate timed control features |
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JP3646605B2 (ja) * | 2000-02-23 | 2005-05-11 | 株式会社日立製作所 | 車両走行制御装置 |
JP2005128790A (ja) * | 2003-10-23 | 2005-05-19 | Fuji Heavy Ind Ltd | 制限速度認識装置、制限速度表示装置、速度警報装置及び速度制御装置 |
US6989766B2 (en) * | 2003-12-23 | 2006-01-24 | International Business Machines Corporation | Smart traffic signal system |
US7274306B2 (en) * | 2003-12-24 | 2007-09-25 | Publicover Mark W | Traffic management device and system |
CN2739643Y (zh) * | 2004-10-15 | 2005-11-09 | 易定捷 | 一种车速显示装置 |
CN1329745C (zh) * | 2004-12-31 | 2007-08-01 | 南京大学 | 汽车车用安全距离检测及安全控制方法和装置 |
US8078379B2 (en) * | 2006-09-18 | 2011-12-13 | Guixian Lu | Traffic light prediction system |
JP4900104B2 (ja) * | 2007-07-18 | 2012-03-21 | 船井電機株式会社 | ナビゲーション装置 |
CN101842819A (zh) * | 2007-08-29 | 2010-09-22 | 大陆-特韦斯贸易合伙股份公司及两合公司 | 用于控制交通流量的方法和设备 |
DE102007043602A1 (de) * | 2007-09-13 | 2009-03-19 | Robert Bosch Gmbh | Verfahren zur Anpassung der Geschwindigkeit eines Fahrzeugs vor einer Signalanlage sowie Fahrzeugsystem |
EP2232458B1 (de) * | 2007-12-13 | 2018-06-27 | Continental Teves AG & Co. oHG | Verfahren und vorrichtung zur unterstützung eines fahrzeugbedieners |
CN101510360A (zh) * | 2009-03-27 | 2009-08-19 | 清华大学 | 一种交通灯辅助*** |
JP5472061B2 (ja) * | 2010-11-26 | 2014-04-16 | 株式会社デンソー | 推奨基準速度算出装置 |
JP5803285B2 (ja) * | 2011-05-30 | 2015-11-04 | 日産自動車株式会社 | 制限車速設定装置及び制限車速設定方法 |
JP5796377B2 (ja) * | 2011-07-07 | 2015-10-21 | 日産自動車株式会社 | 走行制御装置 |
DE102011081609A1 (de) * | 2011-08-26 | 2013-02-28 | Robert Bosch Gmbh | Verfahren und Vorrichtung zur Bewertung einer Annäherungssituation eines Fahrzeugs an eine Signalanlage |
JP5796676B2 (ja) * | 2012-03-22 | 2015-10-21 | トヨタ自動車株式会社 | 交通制御装置及び交通制御システム |
JP5772730B2 (ja) * | 2012-06-07 | 2015-09-02 | 株式会社デンソー | 運転者支援装置 |
US9501929B2 (en) * | 2013-01-25 | 2016-11-22 | Mitsubishi Electric Corporation | Movement assistance device and movement assistance method |
CN103198710B (zh) * | 2013-03-21 | 2015-08-26 | 东南大学 | 一种基于减小车辆追尾事故数量的车辆调控方法 |
DE102014014241A1 (de) * | 2014-09-25 | 2016-03-31 | Audi Ag | Verfahren zur Fahrerinformation und Kraftfahrzeug |
-
2014
- 2014-10-08 FR FR1402270A patent/FR3027109B1/fr active Active
-
2015
- 2015-10-08 US US15/515,202 patent/US10916133B2/en active Active
- 2015-10-08 EP EP15820438.8A patent/EP3204928A2/fr not_active Ceased
- 2015-10-08 WO PCT/EP2015/073301 patent/WO2016055589A2/fr active Application Filing
- 2015-10-08 JP JP2017518800A patent/JP2017533506A/ja active Pending
- 2015-10-08 CN CN201580054740.6A patent/CN107209988B/zh active Active
Also Published As
Publication number | Publication date |
---|---|
CN107209988B (zh) | 2021-03-09 |
WO2016055589A3 (fr) | 2016-06-02 |
FR3027109A1 (fr) | 2016-04-15 |
WO2016055589A2 (fr) | 2016-04-14 |
CN107209988A (zh) | 2017-09-26 |
JP2017533506A (ja) | 2017-11-09 |
US20170229014A1 (en) | 2017-08-10 |
FR3027109B1 (fr) | 2019-05-31 |
US10916133B2 (en) | 2021-02-09 |
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