EP2047447B1 - Verfahren und vorrichtung zur fusion von verkehrsdaten bei unvollständiger information - Google Patents

Verfahren und vorrichtung zur fusion von verkehrsdaten bei unvollständiger information Download PDF

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Publication number
EP2047447B1
EP2047447B1 EP06846957A EP06846957A EP2047447B1 EP 2047447 B1 EP2047447 B1 EP 2047447B1 EP 06846957 A EP06846957 A EP 06846957A EP 06846957 A EP06846957 A EP 06846957A EP 2047447 B1 EP2047447 B1 EP 2047447B1
Authority
EP
European Patent Office
Prior art keywords
traffic
data
disturbance
traffic situation
reported
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
EP06846957A
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German (de)
English (en)
French (fr)
Other versions
EP2047447A1 (de
Inventor
Ulrich Fastenrath
Markus Becker
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.)
Deutsche Telekom AG
Original Assignee
Deutsche Telekom AG
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Filing date
Publication date
Application filed by Deutsche Telekom AG filed Critical Deutsche Telekom AG
Publication of EP2047447A1 publication Critical patent/EP2047447A1/de
Application granted granted Critical
Publication of EP2047447B1 publication Critical patent/EP2047447B1/de
Active legal-status Critical Current
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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

Definitions

  • the invention relates to a method and apparatus for merging traffic data with incomplete information, taking into account information from different sources mapped to functions to obtain a result based on calculations with these functions.
  • the object of the present invention is to overcome the aforementioned disadvantages of the prior art.
  • it is a method for local determination of traffic situation data, taking into account a plurality of traffic reports with fuzzy location information, which are to be merged as best as possible. It includes the following steps.
  • the present invention report deals with an optimal solution of the data fusion problem with incomplete information.
  • the weighting factors gx can be determined on the basis of a priori knowledge of the quality of a source. For example, disturbances reported by the police as locally blurred are generally credible and attempts should be made to confirm them; however, police reports are usually not timely deregistered. Further criteria for the gx are the (origin) position of disturbances (disturbances arise at bottlenecks, therefore they are preferably positioned as far downstream as possible) and quality requirements for the end product (eg correctness could be more important than completeness, then the confirmation gb would be strong too) weight). By statistically evaluating the distribution among the categories "affirmation,”"ignorance,” and "refutation,” the assumptions made to set the weights may be reviewed and an adjustment may be made.
  • the km i indicate the locations of the connection points.
  • L the length of the possible error.
  • fusion with the local numerical traffic data is performed as follows. Wherever the sharply localized message competes with non-knowledge from the traffic assessment, the relevant share of the message is adopted as the end product. In all other places, the numerical traffic situation data is preferred.
  • the Fig. 2 and Fig. 3 shows a traffic disruption that occurred on 10.01.2005 due to an accident on the A555 from Cologne to Bonn shortly after the junction Bornheim / Alfter (- km 16). From direct observation it was known that the traffic congestion was in the area km 13 - 17. There is no stationary measurement infrastructure in this area.

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  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Traffic Control Systems (AREA)
  • Circuits Of Receivers In General (AREA)
  • Devices For Checking Fares Or Tickets At Control Points (AREA)
  • Alarm Systems (AREA)
  • Telephonic Communication Services (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
EP06846957A 2006-07-21 2006-12-28 Verfahren und vorrichtung zur fusion von verkehrsdaten bei unvollständiger information Active EP2047447B1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
DE102006033744A DE102006033744A1 (de) 2006-07-21 2006-07-21 Verfahren und Vorrichtung zur Fusion von Verkehrsdaten bei unvollständiger Information
PCT/DE2006/002327 WO2008011850A1 (de) 2006-07-21 2006-12-28 Verfahren und vorrichtung zur fusion von verkehrsdaten bei unvollständiger information

Publications (2)

Publication Number Publication Date
EP2047447A1 EP2047447A1 (de) 2009-04-15
EP2047447B1 true EP2047447B1 (de) 2011-04-27

Family

ID=37943945

Family Applications (1)

Application Number Title Priority Date Filing Date
EP06846957A Active EP2047447B1 (de) 2006-07-21 2006-12-28 Verfahren und vorrichtung zur fusion von verkehrsdaten bei unvollständiger information

Country Status (7)

Country Link
US (1) US9076329B2 (es)
EP (1) EP2047447B1 (es)
JP (1) JP5106529B2 (es)
AT (1) ATE507546T1 (es)
DE (2) DE102006033744A1 (es)
ES (1) ES2365418T3 (es)
WO (1) WO2008011850A1 (es)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6587781B2 (en) 2000-08-28 2003-07-01 Estimotion, Inc. Method and system for modeling and processing vehicular traffic data and information and applying thereof
US7620402B2 (en) 2004-07-09 2009-11-17 Itis Uk Limited System and method for geographically locating a mobile device
GB0901588D0 (en) 2009-02-02 2009-03-11 Itis Holdings Plc Apparatus and methods for providing journey information
GB2492369B (en) 2011-06-29 2014-04-02 Itis Holdings Plc Method and system for collecting traffic data
US20150107143A1 (en) * 2012-05-21 2015-04-23 Thales Australia Limited Firearm

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE19905284A1 (de) * 1998-02-19 1999-09-09 Ddg Ges Fuer Verkehrsdaten Mbh Verkehrslageerfassung mit Fuzzy-Klassifikation und mehrdimensionaler morphologischer Datenfilterung und dynamischer Domänenbildung
US6311127B1 (en) * 1999-09-02 2001-10-30 Rockwell Collins Satellite navigation system having redundant signal processing and matched filtering
DE10002918C2 (de) * 2000-01-19 2003-06-18 Ddg Ges Fuer Verkehrsdaten Mbh Stabile Zuordnung von Verkehrsmeldungen und deren Ursache repräsentierenden Zusatzinformationen
DE60132340T2 (de) * 2000-06-26 2009-01-15 Stratech Systems Ltd. Verfahren und system zur bereitstellung von verkehrs- und verkehrsbezogenen informationen
US6317686B1 (en) * 2000-07-21 2001-11-13 Bin Ran Method of providing travel time
US7133568B2 (en) * 2000-08-04 2006-11-07 Nikitin Alexei V Method and apparatus for analysis of variables
US6587781B2 (en) * 2000-08-28 2003-07-01 Estimotion, Inc. Method and system for modeling and processing vehicular traffic data and information and applying thereof
US6420999B1 (en) * 2000-10-26 2002-07-16 Qualcomm, Inc. Method and apparatus for determining an error estimate in a hybrid position determination system
US6615135B2 (en) * 2001-05-24 2003-09-02 Prc Inc. Satellite based on-board vehicle navigation system including predictive filtering and map-matching to reduce errors in a vehicular position
US6629034B1 (en) * 2001-06-06 2003-09-30 Navigation Technologies Corp. Driving profile method and system
US6989765B2 (en) * 2002-03-05 2006-01-24 Triangle Software Llc Personalized traveler information dissemination system
US7590589B2 (en) * 2004-09-10 2009-09-15 Hoffberg Steven M Game theoretic prioritization scheme for mobile ad hoc networks permitting hierarchal deference
DE102004046357A1 (de) * 2004-09-24 2006-04-27 Daimlerchrysler Ag Verfahren zur Bereitstellung von Verkehrsgrößen
US7849031B2 (en) * 2004-12-22 2010-12-07 Hntb Holdings Ltd. Optimizing traffic predictions and enhancing notifications
US7363144B2 (en) * 2005-02-07 2008-04-22 International Business Machines Corporation Method and apparatus for predicting future travel times over a transportation network
US7894980B2 (en) * 2005-02-07 2011-02-22 International Business Machines Corporation Method and apparatus for estimating real-time travel times over a transportation network based on limited real-time data
DE102005009604B4 (de) * 2005-02-28 2008-07-17 Ptv Ag Verfahren und Vorrichtung zum Erzeugen eines Bewertungswertes für Verkehrsdaten
US8874354B2 (en) * 2007-10-16 2014-10-28 International Business Machines Corporation Method and system for expansion of real-time data on traffic networks

Also Published As

Publication number Publication date
EP2047447A1 (de) 2009-04-15
US9076329B2 (en) 2015-07-07
ATE507546T1 (de) 2011-05-15
DE102006033744A1 (de) 2008-01-24
WO2008011850A1 (de) 2008-01-31
JP5106529B2 (ja) 2012-12-26
US20090287403A1 (en) 2009-11-19
DE502006009415D1 (de) 2011-06-09
JP2009545021A (ja) 2009-12-17
ES2365418T3 (es) 2011-10-04

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