EP1022703B1 - Method of organizing traffic flows to control optimally the traffic and to plan road networks according to the needs - Google Patents

Method of organizing traffic flows to control optimally the traffic and to plan road networks according to the needs Download PDF

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Publication number
EP1022703B1
EP1022703B1 EP00100862A EP00100862A EP1022703B1 EP 1022703 B1 EP1022703 B1 EP 1022703B1 EP 00100862 A EP00100862 A EP 00100862A EP 00100862 A EP00100862 A EP 00100862A EP 1022703 B1 EP1022703 B1 EP 1022703B1
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Prior art keywords
traffic
analysis
vehicles
identification
section
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EP00100862A
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German (de)
French (fr)
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EP1022703A3 (en
EP1022703A2 (en
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Walter Keller
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Telekom Deutschland GmbH
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T Mobile Deutschland GmbH
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    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/0104Measuring and analyzing of parameters relative to traffic conditions
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/04Detecting movement of traffic to be counted or controlled using optical or ultrasonic detectors

Abstract

A road region being monitored is provided at all relevant entry and exit points with suitable detectors to detect individual vehicles. Identification codes are used to store all movement profiles as data sets in an analysis computer, or to recover data sets that have already been stored. The data sets are appended by the current movement profile of the vehicle concerned to enable a complex traffic flow analysis in the region being monitored.

Description

Die Erfindung betrifft ein Verfahren zur Analyse von Verkehrsflüssen zur optimierten Verkehrsflusssteuerung sowie zur bedarfsgerechten Planung von Straßenverkehrsnetzen, nach dem Oberbegriff des Patentanspruchs 1.The invention relates to a method for the analysis of traffic flows for optimized traffic flow control and for the demand-oriented planning of road traffic networks, according to the preamble of patent claim 1.

Die Verkehrsflussanalyse als Basis für die Verkehrsflusssteuerung und Streckenplanung wird bisweilen mittels Zählverfahren erstellt. Dabei werden gewöhnlich alle Fahrzeuge der in Frage kommenden Verkehrsabschnitte im Betrachtungszeitraum manuell gezählt. Hieraus ergibt sich eine Aussage zur zeitabhängigen Verkehrsdichte und demgemäss ein etwaiger Bedarf zum Fahrbahnausbau. Das Verfahren findet seine Grenzen in der Erfassung komplexerer Abhängigkeiten, beispielsweise im Kreuzungsbereich. Üblich ist dann die zeitweise Platzierung von Zählpersonen an allen Ein- und Ausfahrten, welche sowohl Fahrzeugdichte, als auch Verkehrsverhalten der Fahrzeuge erfassten, z.B. wie viele Fahrzeuge biegen wo ab o.ä. Daraus lassen sich durch anschließende Auswertung Rückschlüsse auf beispielsweise Ampelsteuerung und Anzahl der Spuren ziehen.The traffic flow analysis as a basis for traffic flow control and route planning is sometimes created by means of counting procedures. In the process, all vehicles of the traffic sections in question are usually counted manually during the period under consideration. This gives an indication of the time-dependent traffic density and accordingly any need for roadway construction. The method finds its limits in the detection of more complex dependencies, for example in the intersection area. The temporary placement of counting persons at all entrances and exits, which detect both vehicle density and traffic behavior of the vehicles, e.g. how many vehicles turn where or similar From this, it is possible to draw conclusions on, for example, traffic light control and the number of lanes by subsequent evaluation.

Bei extremen Anwendungsfällen ist dieses Verfahren nicht verwendbar, wenn beispielsweise die Entfernungen zu groß und unüberschaubar sind, häufiger Spurwechsel der Fahrzeuge vorliegt und zudem hohe Fahrzeuggeschwindigkeiten und hohes Verkehrsaufkommen vorhanden sind.
Dies ist beispielhaft in Figur 1 dargestellt. Eine mehrspurige Autobahn enthält in relativ kurzer Folge drei Einmündungen a, b und c sowie drei Abfahrten d, e und f. Nun könnte man durch manuelles oder auch automatisches Zählen der passierenden Fahrzeuge zwar die Verkehrsdichte auf allen Wegen erfassen, die eigentliche Ursache für die Entstehung von Staus ist damit jedoch nicht ermittelbar, da dieses Verfahren keine Aussage ermöglicht, welche Verkehrsströme zu welchen Anteilen wohin führen. Auch eine etwaige Erweiterung der Autobahn um eine weitere Spur bringt im betrachteten Fall keine Abhilfe, wenn eine hohe statistische Verkehrsmischung auf alle Ein- und Abfahrten vorliegt. Die Stauursache liegt dann oft in der gegenseitigen Blockierung der Fahrzeuge beim zuweilen zwingend erforderlichen oder vermeintlich vorteilhaften Spurwechsel, wobei die theoretische Durchsatzgrenze der jeweiligen Fahrspuren sowie der An- und Abfahrten bei weitem nicht erreicht wird.
In extreme applications, this method is not usable if, for example, the distances are too large and unmanageable, more frequent lane changes of vehicles present and also high vehicle speeds and high traffic levels are present.
This is shown by way of example in FIG. A multi-lane motorway contains in a relatively short sequence three junctions a, b and c and three departures d, e and f. Although the traffic density could be recorded in all directions by manual or automatic counting of the passing vehicles, the actual cause of the congestion can not be determined, since this method makes no statement as to which traffic flows lead to which shares. Also a possible Extension of the motorway by another lane brings in the considered case no remedy if a high statistical traffic mix is present on all entrances and exits. The cause of congestion is then often in the mutual blocking of the vehicles at times mandatory or supposedly advantageous lane change, the theoretical throughput limit of the respective lanes and the arrivals and departures is far from achieved.

Im vorliegenden Beispiel nach Figur 1 könnte die Abhilfe der Verkehrsproblematik in einer zusätzlichen Verbindung a-e (Beipaß) zwischen den Verkehrswegen a und e bestehen, wie es in Fig. 2 dargestellt ist.
In der Praxis ist die komplexe Analyse und Verkehrsoptimierung in solchen Fällen aus vorgenannten Gründen jedoch nicht möglich, was der täglichen Situation auf den Autobahnen zu entnehmen ist.
Dieser Situation soll mit der vorliegenden Erfindung Abhilfe geschaffen werden.
In the present example according to FIG. 1, the remedy of the traffic problem could exist in an additional connection ae (bypass) between the traffic routes a and e, as shown in FIG.
In practice, however, the complex analysis and traffic optimization in such cases for the aforementioned reasons is not possible, which can be seen from the daily situation on the highways.
This situation is to be remedied by the present invention.

In der US-A-5 801 943 ist ein Verfahren zur Verkehrsüberwachung und - simulation eines Straßennetzes offenbart, bei dem eine Mehrzahl von sich im Straßennetz bewegenden Fahrzeugen durch intelligente Sensoren erfasst werden. Die erfassten Fahrzeuge werden individuell verfolgt und deren Fahrverhalten aufgezeichnet. Anhand dieser Fahrzeugdaten erfolgt eine Verkehrsvorhersage, die durch die tatsächliche Bewegung der Fahrzeuge ständig überprüft und gegebenenfalls korrigiert wird. Der Schwerpunkt bei diesem Verfahren liegt eindeutig auf einer Simulation des Verkehrsflusses. Zur Überprüfung der Simulationsergebnisse genügt es, das Fahrverhalten und die Fahrstrecke von mehreren Fahrzeugen mittels Sensoren zu erfassen. Es werden nicht alle Fahrzeuge erfasst.US-A-5 801 943 discloses a method of traffic monitoring and simulation of a road network in which a plurality of vehicles moving in the road network are detected by intelligent sensors. The recorded vehicles are tracked individually and recorded their driving behavior. Based on this vehicle data is a traffic forecast, which is constantly checked by the actual movement of vehicles and corrected if necessary. The focus of this method is clearly on a simulation of traffic flow. To check the simulation results, it is sufficient to detect the driving behavior and the route of several vehicles by means of sensors. Not all vehicles are registered.

Der vorliegende Erfindung liegt die Aufgabe zugrunde, ein Verfahren vorzuschlagen, auf dessen Basis eine automatische Analyse komplexer Verkehrsflüsse zwecks optimierter Verkehrsflusssteuerung und bedarfsgerechter Planung von Straßenverkehrsnetzen möglich ist.The present invention has for its object to propose a method on the basis of an automatic analysis of complex traffic flows for the purpose of optimized traffic flow control and needs-based planning of road networks is possible.

Gelöst wird diese Aufgabe durch die kennzeichnenden Merkmale des Patentanspruchs 1.This problem is solved by the characterizing features of patent claim 1.

Das erfindungsgemäße Verfahren basiert auf einer umfassenden sensorischen Erfassung eines zu betrachteten Verkehrsabschnitts oder Beobachtungsgebiets, zumindest einer Erfassung an allen An- und Zufahrtspunkten des Verkehrsabschnitts, sowie auf einer fahrzeugindividuellen Erkennung und Verkehrsverfolgung sowie einer automatischen Verkehrsauswertung. Vorrangig interessiert hierbei die statistische Aufteilung der Verkehrsflüsse bezüglich Ursprung und Ziel aller individuellen Fahrzeuge, aber auch die statistische Auswertung von Spurwechselvorgängen. Auf der Basis der erstellten Analyse kann im weiteren Entwicklungsprozess zunächst eine rechnergestützte Verkehrssimulation mit Optimierung und anschließender tatsächlicher Verkehrswegeoptimierung erfolgen.The inventive method is based on a comprehensive sensory detection of a traffic section or observation area to be considered, at least one detection at all arrival and access points of the traffic section, as well as on a vehicle-specific detection and traffic tracking and an automatic traffic analysis. Of primary interest here is the statistical distribution of traffic flows with regard to origin and destination of all individual vehicles, but also the statistical one Evaluation of lane change processes. On the basis of the analysis, a computer-aided traffic simulation with optimization and subsequent actual traffic route optimization can be carried out in the further development process.

Das Verfahren bedingt die zumindest zeitweise Installation vorzugsweise optischer Sensoren an allen Fahrspuren, vorzugsweise an den Grenzen des Betrachtungsgebietes sowie zwecks Spurwechselverfolgung an demgemäss interessanten Punkten innerhalb des Betrachtungsgebietes, wobei eine hinreichend zuverlässige Fahrzeugidentifikation für die statistische Auswertung durch reproduzierbare Kriterien erfolgt, beispielsweise die Auswertung des Kennzeichens, oder eine alternative Fahrzeuganalyse nach Abmessung, Farbe, Anzahl und Merkmale der erkennbaren Personen, Geräuschverhalten, oder elektronischen Erkennungsmechanismen (z.B. Respondern) zur Identifikation der Fahrzeuge o.ä. Die Beschreibung/ Identifikation der Fahrzeuge erfolgt zwecks Beschleunigung und Vereinfachung der EDV-Prozesse vorzugsweise mittels den optischen Kriterien zugeordneten Parametersätzen.The method requires the at least temporary installation of preferably optical sensors on all lanes, preferably at the boundaries of the viewing area and for tracking changes at accordingly interesting points within the viewing area, with a sufficiently reliable vehicle identification for statistical evaluation by reproducible criteria, such as the evaluation of the plate , or an alternative vehicle analysis according to size, color, number and characteristics of recognizable persons, noise behavior, or electronic detection mechanisms (eg responders) for the identification of vehicles or the like. For the purpose of acceleration and simplification of the EDP processes, the description / identification of the vehicles preferably takes place by means of parameter sets assigned to the optical criteria.

Zur komfortablen Gestaltung der Auswerteprozedur ist in einer Ausführungsart eine direkte Zuordnung und Erweiterung des lokalen Bewegungsprofils der Fahrzeuge zu bereits abgespeicherten Datensätzen anderer Messstationen vorgesehen, wobei ein stationsunabhängiger übergeordneter Auswerteprozess eine permanente statistische Auswertung des komplexen Verkehrsablaufes mit allen gewünschten Parametern ermöglicht und zumindest die analysierten Werte zur späteren weiteren Betrachtung und Verwendung in resistenten Speichereinrichtungen abspeichert werden.For a comfortable design of the evaluation procedure, in one embodiment a direct allocation and expansion of the local movement profile of the vehicles to already stored data sets of other measurement stations is provided, whereby a station independent superordinate evaluation process allows a permanent statistical evaluation of the complex traffic flow with all desired parameters and at least the analyzed values for be stored later in subsequent storage and use in resistant memory devices.

Eine andere Ausführungsart der Erfindung sieht vor, dass statistische Verkehrsflussdaten derart in einem Langzeitspeicher gesichert werden, dass sie zur späteren rechnergestützten Simulation alternativer Verkehrsflusslenkungsmodelle bzw. geänderter Verkehrswegeführung zwecks Optimierung des Verkehrsflusses im Verkehrsabschnitt/Betrachtungsgebiet verwendbar sind.Another embodiment of the invention provides that statistical traffic flow data are saved in a long-term memory in such a way that they can be used for later computer-aided simulation of alternative traffic flow guidance models or modified traffic route guidance Optimization of the traffic flow in the traffic section / viewing area are usable.

In einer anderen technischen Realisierung ist vorgesehen, dass der Prozess der Fahrzeugidentifikation durch ein Verfahren der permanenten lückenlosen Fahrzeugverfolgung - mittels einer auf Mustererkennungsverfahren beruhenden Softwareprozedur - im gesamten Verkehrsabschnitt/Beobachtungsgebiet erfolgt, wobei in diesem Fall das gesamte Beobachtungsgebiet lückenlos mit entsprechenden Sensoren, z.B. optischen Sensoren, erfasst werden muss und die erfassten Daten zwecks Auswertung und Analyse zu einem gemeinsamen lückenlosen Datensatz, z.B. einem Gesamterfassungsbild, zur anschließenden Auswertung zusammengetragen werden.In another technical realization it is envisaged that the process of vehicle identification by a method of permanent gapless vehicle tracking - by means of a software procedure based on pattern recognition methods - takes place in the entire traffic section / observation area, in which case the entire observation area is completely covered with corresponding sensors, e.g. optical sensors, and the collected data for evaluation and analysis to a common gapless record, e.g. an overall entry screen, for subsequent evaluation.

Nachfolgend wird die Erfindung unter Verwendung weiterer Zeichnungsfiguren, die hier lediglich eine mögliche Ausführungsart in schematischer Darstellung beschreiben, erläutert, wobei sich anhand der Zeichnungsfiguren weitere Anwendungsgebiete und Vorteile der Erfindung ergeben. Es zeigen:

Figur 1:
beispielhaft einen betrachteten Verkehrsabschnitt mit mehreren Ein- und Ausfahrten;
Figur 2:
den Verkehrsabschnitt gemäss Figur 1 mit zusätzlicher Beipassverbindung;
Figur 3:
den Verkehrsabschnitt gemäss Figur 1 mit möglicher Anordnung von Erfassungseinrichtungen;
Figur 4:
Beispiel einer dezentralen Datenerfassung, und die Zusammenschaltung von optischen Erfassungseinrichtungen, Datenerfassungsrechnern (ER) und zentralem Auswerte- bzw. Analyserechner (AR).
The invention will be explained below using further drawing figures, which describe here only one possible embodiment in a schematic representation, with reference to the drawing figures further fields of application and advantages of the invention. Show it:
FIG. 1:
for example, a considered section of traffic with several entrances and exits;
FIG. 2:
the traffic section according to Figure 1 with additional Beipassverbindung;
FIG. 3:
the traffic section according to Figure 1 with a possible arrangement of detection devices;
FIG. 4:
Example of a decentralized data acquisition, and the interconnection of optical recording devices, data acquisition computers (ER) and central evaluation or analysis computer (AR).

Die Figuren 1 und 2 wurden bereits im einleitenden Teil beschrieben, wobei im weiteren beispielhaft von einem Verkehrsabschnitt gemäß Figur 1 ausgegangen wird.FIGS. 1 and 2 have already been described in the introductory part, with a further example of a traffic section according to FIG. 1 being assumed.

Fig. 3 zeigt die bevorzugten Analysepositionen beim betrachteten Verkehrsabschnitt, d.h. die bevorzugte Anordnung der Erfassungssensoren hier durchlaufend mit den Ziffern 1 - 12 gekennzeichnet. Die Erfassungssensoren sind vornehmlich an den Ein- und Ausfahrten des Verkehrsabschnitts sowie an der Hauptstrecke zwischen den Ein- und Ausfahrten angeordnet.
An jeder einzelnen Position 1-12 erfolgt zunächst eine Analyse der vorbeifahrenden Fahrzeuge, wobei die Erfasssungssystem aller Zufahrtsstellen 1, 7, 9 und 11 die Aufgabe der Identifikation sowie zusätzlich der Identifikation und temporären Speicherung der Fahrzeuge in einer Datenbasis samt zusätzlich erforderlicher Parameter, wie beispielsweise Uhrzeit, Geschwindigkeit, Spur, Ort, relative Position zu anderen Fahrzeugen etc. haben.
An allen restlichen Erfassungsstellen 2 - 6, 8, 10 und 12 erfolgt nach der jeweiligen Erkennung gemäß festgelegtem Verfahren und Zuordnung der entsprechenden Identifikationsparameter eine Suche des entsprechenden Objektes im angelegten Datensatz des zentralen Speichers sowie der zusätzliche Eintrag aller neuen bewegungsrelevanten Daten für jedes Objekt.
Fig. 3 shows the preferred analysis positions in the considered traffic section, ie the preferred arrangement of the detection sensors here continuously with the numbers 1 - 12 marked. The detection sensors are arranged primarily at the entrances and exits of the traffic section and on the main route between the entrances and exits.
At each individual position 1-12, an analysis of the passing vehicles is carried out first, wherein the detection system of all access points 1, 7, 9 and 11, the task of identification as well as the identification and temporary storage of vehicles in a database including additional required parameters, such as Time, speed, lane, location, relative position to other vehicles etc.
At all remaining detection points 2-6, 8, 10 and 12, a search of the corresponding object in the applied data record of the central memory and the additional entry of all new motion-relevant data for each object is carried out after the respective recognition according to a defined method and assignment of the corresponding identification parameters.

Auf diese Weise kann im laufenden Betrieb permanent (online) eine statistische Auswertung der Verkehrssituation erfolgen, wobei zur weiterführenden Analyse ein entsprechendes Verkehrsprofil über der Zeitachse als Parameter als Auswertungskriterium für beispielsweise eine tageszeitgesteuerte Verkehrsflusslenkung erfolgen kann.In this way, a statistical evaluation of the traffic situation can take place permanently during operation (online), with a corresponding traffic profile over the time axis being able to be used as an evaluation criterion for, for example, a time-controlled traffic flow control for further analysis.

Die Anordnung der vorzugsweise optischen Sensoren 1-12 kann beispielsweise auf temporär oder fest installierten Montagebrücken oder -masten in entsprechender Höhe quer über die Fahrbahn, oder beispielsweise bei entsprechender Geschwindigkeitsbegrenzung zwischen den Fahrstreifen - hierbei allerdings mit entsprechender Verkehrsbeeinträchtigung - erfolgen. Wenn jeweils nur ein oder zwei Fahrspuren vorhanden sind, ist auch eine Anordnung der Sensoren am Straßenrand möglich.The arrangement of the preferably optical sensors 1-12, for example, on temporarily or permanently installed mounting bridges or poles in a corresponding height across the road, or for example with a corresponding speed limit between the lanes - but here with appropriate traffic degradation - done. If only one or two lanes are present, an arrangement of the sensors on the roadside is possible.

Zusätzliche Kriterien, wie beispielsweise die Position zwischen anderen abgespeicherten Fahrzeugen können zur Erkennung herangezogen werden.Additional criteria, such as the position between other stored vehicles can be used for detection.

Fig.4 zeigt ein Beispiel für eine dezentrale Datenerfassung mittels optischer Sensoren, z.B. Kameras, wobei im dargestellten Beispiel ein Datenerfassungsrechner (ER) alle ggf. erforderlichen Spursensoren (a, b, c) einer jeweiligen Beobachtungsposition erfasst und die Daten derart vorverarbeitet, dass jedes erfasste Fahrzeug individuell mit einem festgelegten und für alle Datenerfassungsrechner identischen Parametersatz beschrieben wird, der hiernach samt der erforderlichen orts- und zeitspezifischen Verkehrsflussparameter zum zentralen Auswerte- bzw. Analyserechner (AR) übertragen wird. Die Speicherung und Zuordnung, sowie die statistische Auswertung aller Daten erfolgt sodann im zentralen Auswerte- bzw. Analyserechner.Fig. 4 shows an example of decentralized data acquisition by means of optical sensors, e.g. In the example shown, a data acquisition computer (ER) acquires all possibly required track sensors (a, b, c) of a respective observation position and preprocesses the data in such a way that each detected vehicle is described individually with a defined parameter set that is identical for all data acquisition computers. which is then transmitted together with the required location and time-specific traffic flow parameters to the central evaluation or analysis computer (AR). The storage and allocation, as well as the statistical evaluation of all data then takes place in the central evaluation or analysis computer.

Alternativ zum beschriebenen Fahrzeugidentifikationsverfahren ist ein Verfahren mit objektbezogener Verfolgung aller Fahrzeuge für den Fall möglich, dass der gesamte Beobachtungsbereich in geschlossener Form überwacht wird, so dass für ein beispielsweise auf optischer Erfassung beruhendes Analysesystem keine Lücken bei der Fahrzeugverfolgung vorhanden sind.As an alternative to the described vehicle identification method, a method with object-related tracking of all vehicles is possible in the event that the entire observation area is monitored in closed form, so that there are no gaps in the vehicle tracking for an example based on optical detection analysis system.

Claims (7)

  1. Process for the analysis of traffic flows for optimised traffic flow control and for demand-related planning of traffic networks, wherein a section of traffic to be examined or observation area is equipped at least at all relevant entry and exit points (a, b, c or d, e, f) with suitable recording devices (1-12), with the aid of which vehicles as such are recognised individually and reproducibly and stored by means of suitable identification code together with accompanying movement profile as a data record in an analysis computer (AR) or are recognised by the analysis computer in the case of data records already installed, wherein the data records are extended by the current movement profile of the relevant vehicles, as a result of which a complex traffic flow analysis is facilitated in the relevant section of traffic or observation area, characterised in that the recording devices (1-12) are arranged at the entry and exit points of the section of traffic and on the main route between the entry and exit points, in that first of all an analysis of the passing vehicles takes place at each individual recording device, wherein the recording devices of all access points (1, 7, 9, 11) have the task of identification and additionally of identification and temporary storage of the vehicles in a database together with additional required parameters, and a search of the corresponding object in the installed data record of the central memory and the additional entry of all new movement-relevant data for each object takes place at all remaining recording points (2-6, 8, 10, 12) after the particular recognition according to fixed process and assignment of the corresponding identification parameters.
  2. Process according to claim 1, characterised in that for the purpose of traffic flow analysis within the section of traffic/observation area, recording devices are also provided at other analysis-relevant points.
  3. Process according to claim 1 or 2, characterised in that optical sensors in the form of cameras and/or infrared detectors are used as recording devices.
  4. Process according to one or more of the preceding claims, characterised in that the recognition and identification of the vehicles in the section of traffic/observation area takes place reproducibly in the course of the overall measurement with adequate security, wherein the recognition and identification is based on recognition of the number plate of the vehicle and/or other visual vehicle features and/or electronic recognition mechanisms, wherein the description/identification of the vehicles takes place by means of parameter blocks assigned to the recognised visual/electronic criteria.
  5. Process according to one or more of the preceding claims, characterised in that direct assignment and extension of the local movement profile of the vehicles takes place to already stored data records of other recording devices, wherein a higher evaluation process which is independent of the recording devices facilitates a permanent statistical evaluation of the complex traffic course with all required parameters and at least the analysed values are stored for later further examination and use in resistant memory devices.
  6. Process according to one or more of the preceding claims, characterised in that at least statistical traffic flow data are secured in a long-term memory such that they can be used for later computer-assisted simulation of alternative traffic flow control models or altered traffic route direction for the purpose of optimising the traffic flow in the section of traffic/observation area.
  7. Process according to one or more of the preceding claims, characterised in that the process of vehicle identification takes place by a process of permanent gap-free vehicle tracking by means of a software procedure based on pattern recognition processes in the entire section of traffic/observation area examined, wherein the entire section of traffic or observation area is recorded without gaps using corresponding recording devices and the recorded data are collected for the purpose of evaluation and analysis to form a common gap-free data record for subsequent evaluation.
EP00100862A 1999-01-21 2000-01-18 Method of organizing traffic flows to control optimally the traffic and to plan road networks according to the needs Expired - Lifetime EP1022703B1 (en)

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DE202008003979U1 (en) 2008-03-20 2008-06-26 Fraas, Alfred, Dipl.-Ing. Measuring system for traffic flow analysis

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DE102006046063B4 (en) * 2006-09-27 2010-07-22 Deutsches Zentrum für Luft- und Raumfahrt e.V. Method and system for detecting vehicle movements
FR2922347B1 (en) * 2007-10-11 2010-10-15 Bouchaib Hoummady METHOD AND DEVICE FOR DYNAMICALLY MANAGING GUIDANCE AND MOBILITY IN TRAFFIC BY TAKING INTO ACCOUNT GROUND SPACE OCCUPANCY BY VEHICLES
WO2010119182A1 (en) * 2009-04-14 2010-10-21 Bouchaib Hoummady Method and device for dynamically managing guiding and mobility in traffic
DE102014019106B4 (en) * 2014-12-19 2023-06-29 Audi Ag Method for operating a vehicle system for selecting a lane and motor vehicle

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DE202008003979U1 (en) 2008-03-20 2008-06-26 Fraas, Alfred, Dipl.-Ing. Measuring system for traffic flow analysis
DE102009013841A1 (en) 2008-03-20 2009-09-24 Fraas, Alfred Measuring system for traffic flow analysis

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DE19902365A1 (en) 2000-07-27
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DE50013340D1 (en) 2006-10-05

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