EP2820631A1 - Estimating time travel distributions on signalized arterials - Google Patents
Estimating time travel distributions on signalized arterialsInfo
- Publication number
- EP2820631A1 EP2820631A1 EP13740931.4A EP13740931A EP2820631A1 EP 2820631 A1 EP2820631 A1 EP 2820631A1 EP 13740931 A EP13740931 A EP 13740931A EP 2820631 A1 EP2820631 A1 EP 2820631A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- signalized
- travel
- computer
- time
- distributions
- 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
- 238000009826 distribution Methods 0.000 title claims abstract description 28
- 238000005516 engineering process Methods 0.000 description 10
- 230000001413 cellular effect Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 230000002093 peripheral effect Effects 0.000 description 4
- 238000000034 method Methods 0.000 description 3
- 238000013480 data collection Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000005070 sampling Methods 0.000 description 2
- 230000006870 function Effects 0.000 description 1
- 239000004973 liquid crystal related substance Substances 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 239000000523 sample Substances 0.000 description 1
- 230000002123 temporal 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
- G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
- G08G1/0125—Traffic data processing
- G08G1/0129—Traffic data processing for creating historical data or processing based on historical data
-
- 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
-
- 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
- G08G1/0108—Measuring and analyzing of parameters relative to traffic conditions based on the source of data
- G08G1/0116—Measuring and analyzing of parameters relative to traffic conditions based on the source of data from roadside infrastructure, e.g. beacons
Definitions
- the present invention generally concerns traffic management. More specifically, the present invention concerns estimating time travel distributions on signalized arterials and thoroughfares.
- Highways carry a majority of all vehicle-miles traveled on roads and are
- GPS global positioning system
- a system for estimating time travel distributions on signalized arterials includes a processor, memory, and an application stored in memory.
- the application is executable by the processor to receive data regarding travel times on a signalized arterial, estimate a present distribution of the travel times, estimate a prior distribution based on one or more travel time observations, and calibrate the present distribution based on the prior distribution.
- FIGURE 1 is a block diagram of a system for estimating time travel distributions on signalized arterials.
- FIGURE 2 is a series of graphs showing distributions of pace on a signalized arterial segment at the same time on over three consecutive days.
- FIGURE 3 is a graph showing variations in pace throughout different times periods in a day.
- FIGURE 4 is a block diagram of a device for implementing an embodiment of the presently disclosed invention.
- FIGURE 1 is a block diagram of a system for estimating time travel distributions on signalized arterials.
- the system of FIGURE 1 includes a client computer 110, network 120, and a server 130.
- Client computer 110 and server 130 may communicate with one another over network 120.
- Client computer 110 may be implemented as a desktop, laptop, work station, notebook, tablet computer, smart phones, mobile device or other computing device.
- Network 120 may be implemented as one or more of a private network, public network, WAN, LAN, an intranet, the Internet, a cellular network or a combination of these networks.
- Client computer 110 may implement all or a portion of the functionality described herein, including receive traffic data and other data or and information from devices using re-identification technologies. Such technologies may be based on magnetic signatures, toll tags, license plates, or embedded devices.
- Server 130 may receive probe data from GPS-connected mobile devices. Server 130 may communicate data directly with such data collection devices. Server 130 may also communicate, such as by sending and receiving data, with a third-party server, such as the one maintained by Sensys
- Server computer 130 may communicate with client computer 110 over network 120.
- Server computer may perform all or a portion of the functionality discussed herein, which may alternatively be distributed between client computer 110 and server 130, or may be provided by server 130 as a network service for client 110.
- Each of client 110 and server computer 130 are listed as a single block, but it is envisioned that either be implemented using one or more actual or logical machines.
- the system may utilize Bayesian Inference principles to update a prior belief based on new data.
- the system may determine the distribution of travel times j/ on a given signalized arterial at the present time T.
- the prior beliefs may include the shape of the travel time distribution and the range of its possible parameters 0r (e.g., mean and standard deviation) that are typical of a given time of day, such that y follows a probability function p(y I ⁇ ). These parameters themselves may follow a probability distribution ⁇ ( ⁇ ⁇ ) called the prior distribution.
- the prior distribution may comprise its own set of parameters ⁇ , which are referred to as hyper-parameters.
- the system may estimate the current parameters using a recent travel time observation of the arterial of interest.
- the system may also account for observations on neighboring streets.
- the system may consider contextual evidence such as local weather, incidents, and special events such as sporting events, one off road closures, or other intermittent traffic diversions.
- y* may designate the current travel time observations.
- the system may determine the likeliest ⁇ using a known y* and ⁇ .
- the system 100 may account for one or more travel time variability components.
- System 100 may account for other time travel variability components.
- the system 100 may employ standard Traffic Message Channel (TMC) location codes as base units of space, and fifteen-minute periods as base units of time. In such an embodiment, the system approximates that traffic conditions remain homogeneous across a given TMC location code over each fifteen- minute period.
- TMC Traffic Message Channel
- the system 100 may also use other spatial or temporal time units depending on the degree of precision desired. For example, the system 100 may normalize travel time data into a unit of pace that is expressed in seconds per mile. The system 100 may also calculate the average pace as a linear combination of individual paces weighted by distance traveled. Such calculations may be more convenient than using speed values.
- FIGURE 2 is a series of graphs showing distributions of pace on a signalized arterial segment at the same time on over three consecutive days.
- FIGURE 2 shows an exemplary distribution of pace on a 2-km arterial segment in Seattle, Washington for the same fifteen-minute time period on three consecutive days.
- determining an exact distribution shape for a given fifteen minute period on any given day may pose a difficult realistic objective.
- the presently described system can, however, directly observe three different states of an arterial segment and then calibrate the prior probabilities of being in either state from archived data.
- the system may also use real-time data to help refine a given brief regarding which of the multiple state applies to the real-time prediction.
- FIGURE 3 is a graph showing variations in pace throughout different times periods in a day.
- the presently disclosed system may account for time-of-day variations.
- the box indicates the 25 th , 50 th , and 75 th percentile value while the dotted lines extend to extreme values.
- the system may use data regarding regular patterns of increase and decrease in travel times to calibrate prior distributions by time of day.
- FIGURE 4 is a block diagram of a device 400 for implementing an embodiment of the presently disclosed invention.
- System 400 of FIGURE 4 may be implemented in the contexts of the likes of client computer 110 and server computer 130.
- the computing system 400 of FIGURE 4 includes one or more processors 410 and memory 420.
- Main memory 420 may store, in part, instructions and data for execution by processor 410.
- Main memory can store the executable code when in operation.
- the system 400 of FIGURE 4 further includes a storage 420, which may include mass storage and portable storage, antenna 440, output devices 450, user input devices 460, a display system 470, and peripheral devices 480.
- FIGURE 4 The components shown in FIGURE 4 are depicted as being connected via a single bus 490.
- the components may, however, be connected through one or more means of data transport.
- processor unit 410 and main memory 420 may be connected via a local microprocessor bus
- the storage 430, peripheral device (s) 480 and display system 470 may be connected via one or more input/output (I/O) buses.
- I/O input/output
- the exemplary computing device of FIGURE 4 should not be considered limiting as to implementation of the presently disclosed invention.
- Embodiments may utilize one or more of the components illustrated in FIGURE 4 as might be necessary and otherwise understood to one of ordinary skill in the art.
- Storage device 430 which may include mass storage implemented with a magnetic disk drive or an optical disk drive, may be a non-volatile storage device for storing data and instructions for use by processor unit 410. Storage device 430 can store the system software for implementing embodiments of the present invention for purposes of loading that software into main memory 410.
- Portable storage device of storage 430 operates in conjunction with a portable non-volatile storage medium, such as a floppy disk, compact disk or Digital video disc, to input and output data and code to and from the computer system 400 of FIGURE 4.
- a portable non-volatile storage medium such as a floppy disk, compact disk or Digital video disc
- the system software for implementing embodiments of the present invention may be stored on such a portable medium and input to the computer system 400 via the portable storage device.
- Antenna 440 may include one or more antennas for communicating wirelessly with another device.
- Antenna 440 may be used, for example, to communicate wirelessly via Wi-Fi, Bluetooth, with a cellular network, or with other wireless protocols and systems including but not limited to GPS, A-GPS, or other location based service technologies.
- the one or more antennas may be controlled by a processor 410, which may include a controller, to transmit and receive wireless signals.
- processor 410 execute programs stored in memory 412 to control antenna 440 transmit a wireless signal to a cellular network and receive a wireless signal from a cellular network.
- the system 400 as shown in FIGURE 4 includes output devices 450 and input device 460.
- suitable output devices include speakers, printers, network interfaces, and monitors.
- Input devices 460 may include a touch screen, microphone, accelerometers, a camera, and other device.
- Input devices 460 may include an alpha- numeric keypad, such as a keyboard, for inputting alpha-numeric and other
- a pointing device such as a mouse, a trackball, stylus, or cursor direction keys.
- Display system 470 may include a liquid crystal display (LCD), LED display, or other suitable display device.
- Display system 470 receives textual and graphical information, and processes the information for output to the display device.
- Peripherals 480 may include any type of computer support device to add additional functionality to the computer system.
- peripheral device (s) 480 may include a modem or a router.
- the components contained in the computer system 400 of figure 4 are those typically found in computing system, such as but not limited to a desk top computer, lap top computer, notebook computer, net book computer, tablet computer, smart phone, personal data assistant (PDA), or other computer that may be suitable for use with embodiments of the present invention and are intended to represent a broad category of such computer components that are well known in the art.
- the computer system 400 of figure 4 can be a personal computer, hand held computing device, telephone, mobile computing device, workstation, server, minicomputer, mainframe computer, or any other computing device.
- the computer can also include different bus
Abstract
Description
Claims
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP18191898.8A EP3432286B1 (en) | 2012-01-27 | 2013-01-28 | Estimating time travel distributions on signalized arterials |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201261591758P | 2012-01-27 | 2012-01-27 | |
PCT/US2013/023505 WO2013113029A1 (en) | 2012-01-27 | 2013-01-28 | Estimating time travel distributions on signalized arterials |
Related Child Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP18191898.8A Division-Into EP3432286B1 (en) | 2012-01-27 | 2013-01-28 | Estimating time travel distributions on signalized arterials |
EP18191898.8A Division EP3432286B1 (en) | 2012-01-27 | 2013-01-28 | Estimating time travel distributions on signalized arterials |
Publications (3)
Publication Number | Publication Date |
---|---|
EP2820631A1 true EP2820631A1 (en) | 2015-01-07 |
EP2820631A4 EP2820631A4 (en) | 2016-05-18 |
EP2820631B1 EP2820631B1 (en) | 2019-01-16 |
Family
ID=51999940
Family Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP13740931.4A Active EP2820631B1 (en) | 2012-01-27 | 2013-01-28 | Estimating time travel distributions on signalized arterials |
EP18191898.8A Active EP3432286B1 (en) | 2012-01-27 | 2013-01-28 | Estimating time travel distributions on signalized arterials |
Family Applications After (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP18191898.8A Active EP3432286B1 (en) | 2012-01-27 | 2013-01-28 | Estimating time travel distributions on signalized arterials |
Country Status (1)
Country | Link |
---|---|
EP (2) | EP2820631B1 (en) |
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9046924B2 (en) | 2009-03-04 | 2015-06-02 | Pelmorex Canada Inc. | Gesture based interaction with traffic data |
US9070291B2 (en) | 2002-03-05 | 2015-06-30 | Pelmorex Canada Inc. | Method for predicting a travel time for a traffic route |
US9127959B2 (en) | 2003-07-25 | 2015-09-08 | Pelmorex Canada Inc. | System and method for delivering departure notifications |
US9293039B2 (en) | 2012-01-27 | 2016-03-22 | Pelmorex Canada Inc. | Estimating time travel distributions on signalized arterials |
US9390620B2 (en) | 2011-05-18 | 2016-07-12 | Pelmorex Canada Inc. | System for providing traffic data and driving efficiency data |
US9448690B2 (en) | 2009-03-04 | 2016-09-20 | Pelmorex Canada Inc. | Controlling a three-dimensional virtual broadcast presentation |
CN108629982A (en) * | 2018-05-16 | 2018-10-09 | 中山大学 | A kind of section vehicle number estimation method based on the hourage regularity of distribution |
US10223909B2 (en) | 2012-10-18 | 2019-03-05 | Uber Technologies, Inc. | Estimating time travel distributions on signalized arterials |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5539645A (en) * | 1993-11-19 | 1996-07-23 | Philips Electronics North America Corporation | Traffic monitoring system with reduced communications requirements |
JP3849435B2 (en) * | 2001-02-23 | 2006-11-22 | 株式会社日立製作所 | Traffic situation estimation method and traffic situation estimation / provision system using probe information |
US7610145B2 (en) * | 2003-07-25 | 2009-10-27 | Triangle Software Llc | System and method for determining recommended departure time |
US7831380B2 (en) * | 2006-03-03 | 2010-11-09 | Inrix, Inc. | Assessing road traffic flow conditions using data obtained from mobile data sources |
CN102110365B (en) * | 2009-12-28 | 2013-11-06 | 日电(中国)有限公司 | Road condition prediction method and road condition prediction system based on space-time relationship |
-
2013
- 2013-01-28 EP EP13740931.4A patent/EP2820631B1/en active Active
- 2013-01-28 EP EP18191898.8A patent/EP3432286B1/en active Active
Cited By (17)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9070291B2 (en) | 2002-03-05 | 2015-06-30 | Pelmorex Canada Inc. | Method for predicting a travel time for a traffic route |
US9082303B2 (en) | 2002-03-05 | 2015-07-14 | Pelmorex Canada Inc. | Generating visual information associated with traffic |
US9368029B2 (en) | 2002-03-05 | 2016-06-14 | Pelmorex Canada Inc. | GPS generated traffic information |
US9401088B2 (en) | 2002-03-05 | 2016-07-26 | Pelmorex Canada Inc. | Method for predicting a travel time for a traffic route |
US9489842B2 (en) | 2002-03-05 | 2016-11-08 | Pelmorex Canada Inc. | Method for choosing a traffic route |
US9640073B2 (en) | 2002-03-05 | 2017-05-02 | Pelmorex Canada Inc. | Generating visual information associated with traffic |
US9127959B2 (en) | 2003-07-25 | 2015-09-08 | Pelmorex Canada Inc. | System and method for delivering departure notifications |
US9644982B2 (en) | 2003-07-25 | 2017-05-09 | Pelmorex Canada Inc. | System and method for delivering departure notifications |
US10289264B2 (en) | 2009-03-04 | 2019-05-14 | Uber Technologies, Inc. | Controlling a three-dimensional virtual broadcast presentation |
US9046924B2 (en) | 2009-03-04 | 2015-06-02 | Pelmorex Canada Inc. | Gesture based interaction with traffic data |
US9448690B2 (en) | 2009-03-04 | 2016-09-20 | Pelmorex Canada Inc. | Controlling a three-dimensional virtual broadcast presentation |
US9390620B2 (en) | 2011-05-18 | 2016-07-12 | Pelmorex Canada Inc. | System for providing traffic data and driving efficiency data |
US9293039B2 (en) | 2012-01-27 | 2016-03-22 | Pelmorex Canada Inc. | Estimating time travel distributions on signalized arterials |
US10223909B2 (en) | 2012-10-18 | 2019-03-05 | Uber Technologies, Inc. | Estimating time travel distributions on signalized arterials |
US10971000B2 (en) | 2012-10-18 | 2021-04-06 | Uber Technologies, Inc. | Estimating time travel distributions on signalized arterials |
CN108629982A (en) * | 2018-05-16 | 2018-10-09 | 中山大学 | A kind of section vehicle number estimation method based on the hourage regularity of distribution |
CN108629982B (en) * | 2018-05-16 | 2020-12-29 | 中山大学 | Road section vehicle number estimation method based on travel time distribution rule |
Also Published As
Publication number | Publication date |
---|---|
EP2820631B1 (en) | 2019-01-16 |
EP3432286A1 (en) | 2019-01-23 |
EP2820631A4 (en) | 2016-05-18 |
EP3432286B1 (en) | 2021-03-03 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CA2883973C (en) | Estimating time travel distributions on signalized arterials | |
US10971000B2 (en) | Estimating time travel distributions on signalized arterials | |
EP2820631B1 (en) | Estimating time travel distributions on signalized arterials | |
US10403130B2 (en) | Filtering road traffic condition data obtained from mobile data sources | |
Work et al. | Impacts of the mobile internet on transportation cyberphysical systems: traffic monitoring using smartphones | |
EP1938296B1 (en) | Assessing road traffic conditions using data from mobile data sources | |
US10741062B2 (en) | Determination of a free-flow speed for a link segment | |
US7831380B2 (en) | Assessing road traffic flow conditions using data obtained from mobile data sources | |
US20140236464A1 (en) | Crowd sourced traffic reporting | |
US20070208501A1 (en) | Assessing road traffic speed using data obtained from mobile data sources | |
US20070208493A1 (en) | Identifying unrepresentative road traffic condition data obtained from mobile data sources | |
US20110137545A1 (en) | Obtaining road traffic condition data from mobile data sources | |
US11203314B2 (en) | Automatic accident detection | |
US11408750B2 (en) | Prioritizing collecting of information for a map | |
Zhang et al. | Aggregating and sampling methods for processing GPS data streams for traffic state estimation | |
US10916137B2 (en) | Traffic mitigation system | |
Mazaré et al. | COMPUTING TRAVEL TIMES FROM FILTERED TRAFFIC STATES. | |
Thornton | Investigation of using radar augmented transit buses as arterial travel time probes |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PUAI | Public reference made under article 153(3) epc to a published international application that has entered the european phase |
Free format text: ORIGINAL CODE: 0009012 |
|
17P | Request for examination filed |
Effective date: 20141028 |
|
AK | Designated contracting states |
Kind code of ref document: A1 Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR |
|
AX | Request for extension of the european patent |
Extension state: BA ME |
|
RIN1 | Information on inventor provided before grant (corrected) |
Inventor name: ADDA, KEVIN Inventor name: ROJAS, EDGAR Inventor name: GUEZIEC, ANDRE Inventor name: MARGULICI, J.D. |
|
DAX | Request for extension of the european patent (deleted) | ||
RAP1 | Party data changed (applicant data changed or rights of an application transferred) |
Owner name: PELMOREX CANADA INC. |
|
RA4 | Supplementary search report drawn up and despatched (corrected) |
Effective date: 20160419 |
|
RIC1 | Information provided on ipc code assigned before grant |
Ipc: G08G 1/00 20060101AFI20160413BHEP Ipc: G08G 1/01 20060101ALI20160413BHEP |
|
RAP1 | Party data changed (applicant data changed or rights of an application transferred) |
Owner name: MUDDY RIVER, SERIES 97 OF ALLIED SECURITY TRUST 1 |
|
GRAP | Despatch of communication of intention to grant a patent |
Free format text: ORIGINAL CODE: EPIDOSNIGR1 |
|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE |
|
GRAJ | Information related to disapproval of communication of intention to grant by the applicant or resumption of examination proceedings by the epo deleted |
Free format text: ORIGINAL CODE: EPIDOSDIGR1 |
|
GRAP | Despatch of communication of intention to grant a patent |
Free format text: ORIGINAL CODE: EPIDOSNIGR1 |
|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: GRANT OF PATENT IS INTENDED |
|
INTG | Intention to grant announced |
Effective date: 20180525 |
|
GRAS | Grant fee paid |
Free format text: ORIGINAL CODE: EPIDOSNIGR3 |
|
GRAJ | Information related to disapproval of communication of intention to grant by the applicant or resumption of examination proceedings by the epo deleted |
Free format text: ORIGINAL CODE: EPIDOSDIGR1 |
|
GRAL | Information related to payment of fee for publishing/printing deleted |
Free format text: ORIGINAL CODE: EPIDOSDIGR3 |
|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE |
|
INTC | Intention to grant announced (deleted) | ||
GRAR | Information related to intention to grant a patent recorded |
Free format text: ORIGINAL CODE: EPIDOSNIGR71 |
|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: GRANT OF PATENT IS INTENDED |
|
GRAA | (expected) grant |
Free format text: ORIGINAL CODE: 0009210 |
|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: THE PATENT HAS BEEN GRANTED |
|
INTG | Intention to grant announced |
Effective date: 20181206 |
|
AK | Designated contracting states |
Kind code of ref document: B1 Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR |
|
REG | Reference to a national code |
Ref country code: GB Ref legal event code: FG4D |
|
REG | Reference to a national code |
Ref country code: CH Ref legal event code: EP |
|
REG | Reference to a national code |
Ref country code: IE Ref legal event code: FG4D |
|
REG | Reference to a national code |
Ref country code: DE Ref legal event code: R096 Ref document number: 602013049890 Country of ref document: DE |
|
REG | Reference to a national code |
Ref country code: AT Ref legal event code: REF Ref document number: 1090303 Country of ref document: AT Kind code of ref document: T Effective date: 20190215 |
|
REG | Reference to a national code |
Ref country code: NL Ref legal event code: FP |
|
REG | Reference to a national code |
Ref country code: LT Ref legal event code: MG4D |
|
REG | Reference to a national code |
Ref country code: AT Ref legal event code: MK05 Ref document number: 1090303 Country of ref document: AT Kind code of ref document: T Effective date: 20190116 |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: ES Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: PT Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190516 Ref country code: SE Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: FI Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: NO Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190416 Ref country code: PL Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: LT Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: BG Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190416 Ref country code: GR Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190417 Ref country code: LV Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: HR Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: RS Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: IS Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190516 |
|
REG | Reference to a national code |
Ref country code: CH Ref legal event code: PL |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: LU Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES Effective date: 20190128 |
|
REG | Reference to a national code |
Ref country code: BE Ref legal event code: MM Effective date: 20190131 Ref country code: DE Ref legal event code: R097 Ref document number: 602013049890 Country of ref document: DE |
|
REG | Reference to a national code |
Ref country code: IE Ref legal event code: MM4A |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: SK Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: RO Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: CZ Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: EE Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: IT Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: DK Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: AT Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: AL Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 Ref country code: MC Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 |
|
PLBE | No opposition filed within time limit |
Free format text: ORIGINAL CODE: 0009261 |
|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: NO OPPOSITION FILED WITHIN TIME LIMIT |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: BE Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES Effective date: 20190131 Ref country code: SM Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 |
|
26N | No opposition filed |
Effective date: 20191017 |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: LI Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES Effective date: 20190131 Ref country code: CH Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES Effective date: 20190131 |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: IE Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES Effective date: 20190128 |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: SI Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: TR Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: MT Free format text: LAPSE BECAUSE OF NON-PAYMENT OF DUE FEES Effective date: 20190128 |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: CY Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: HU Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT; INVALID AB INITIO Effective date: 20130128 |
|
PG25 | Lapsed in a contracting state [announced via postgrant information from national office to epo] |
Ref country code: MK Free format text: LAPSE BECAUSE OF FAILURE TO SUBMIT A TRANSLATION OF THE DESCRIPTION OR TO PAY THE FEE WITHIN THE PRESCRIBED TIME-LIMIT Effective date: 20190116 |
|
PGFP | Annual fee paid to national office [announced via postgrant information from national office to epo] |
Ref country code: FR Payment date: 20230124 Year of fee payment: 11 |
|
PGFP | Annual fee paid to national office [announced via postgrant information from national office to epo] |
Ref country code: GB Payment date: 20230124 Year of fee payment: 11 Ref country code: DE Payment date: 20230127 Year of fee payment: 11 |
|
PGFP | Annual fee paid to national office [announced via postgrant information from national office to epo] |
Ref country code: NL Payment date: 20230124 Year of fee payment: 11 |
|
P01 | Opt-out of the competence of the unified patent court (upc) registered |
Effective date: 20230526 |
|
PGFP | Annual fee paid to national office [announced via postgrant information from national office to epo] |
Ref country code: NL Payment date: 20240125 Year of fee payment: 12 |