EP2511894A1 - Method for monitoring an air area around an aircraft - Google Patents
Method for monitoring an air area around an aircraft Download PDFInfo
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- EP2511894A1 EP2511894A1 EP12002568A EP12002568A EP2511894A1 EP 2511894 A1 EP2511894 A1 EP 2511894A1 EP 12002568 A EP12002568 A EP 12002568A EP 12002568 A EP12002568 A EP 12002568A EP 2511894 A1 EP2511894 A1 EP 2511894A1
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- 238000012544 monitoring process Methods 0.000 title claims abstract description 47
- 238000000034 method Methods 0.000 title claims abstract description 15
- 238000003384 imaging method Methods 0.000 claims abstract description 20
- 238000012545 processing Methods 0.000 claims abstract description 19
- RZVHIXYEVGDQDX-UHFFFAOYSA-N 9,10-anthraquinone Chemical group C1=CC=C2C(=O)C3=CC=CC=C3C(=O)C2=C1 RZVHIXYEVGDQDX-UHFFFAOYSA-N 0.000 claims description 5
- 238000011156 evaluation Methods 0.000 claims description 2
- 238000012546 transfer Methods 0.000 claims 1
- 238000001514 detection method Methods 0.000 description 12
- 238000004891 communication Methods 0.000 description 11
- 230000033001 locomotion Effects 0.000 description 7
- 230000005540 biological transmission Effects 0.000 description 6
- 238000004458 analytical method Methods 0.000 description 2
- 230000007123 defense Effects 0.000 description 2
- 230000001419 dependent effect Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000009434 installation Methods 0.000 description 2
- 239000007787 solid Substances 0.000 description 2
- 230000006399 behavior Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000010191 image analysis Methods 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G5/00—Traffic control systems for aircraft, e.g. air-traffic control [ATC]
- G08G5/0073—Surveillance aids
- G08G5/0078—Surveillance aids for monitoring traffic from the aircraft
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G5/00—Traffic control systems for aircraft, e.g. air-traffic control [ATC]
- G08G5/0047—Navigation or guidance aids for a single aircraft
- G08G5/0069—Navigation or guidance aids for a single aircraft specially adapted for an unmanned aircraft
Definitions
- the invention relates to a method for monitoring an airspace around an aircraft, which is equipped with a plurality of image modules each having at least one imaging optics and an image sensor, wherein the image sensors each record a partial image of the environment and an image processing means imaged the environment using the partial images examined other flying objects.
- each image module comprises its own image processing means, which carries out the flight object recognition on the basis of the partial images recorded by the image module and outputs a recognition result, and the airspace is monitored using the recognition results of the image modules.
- the invention is based on the consideration that small aircraft are often not equipped with standard airspace monitoring that meets the requirements of an order, for example, if for a particular mission an all-round visibility is required or special cameras must be used, a special reconnaissance technique is necessary or similar.
- the aircraft would have to be equipped or retrofitted with special systems that work together with a central monitoring unit for image processing, flight object recognition and airspace monitoring.
- the effort of tuning the central monitoring unit with the image modules is high here.
- a corresponding wiring is expensive, since special and shielded cables are necessary because of the high Jardinerie enthusiaststragsrate, which are not laid by default, especially in a small aircraft.
- the recognition results of the individual image modules can be forwarded to a central monitoring unit of the aircraft, which carries out the airspace monitoring and, for example, outputs data for carrying out a flight control, for warding off an attack or for warning a pilot, in particular on the ground.
- the central monitoring unit is expediently prepared to output the corresponding signals, for example for controlling actuators for flight control, defense and / or Warning output.
- a plurality of units can assume these tasks, wherein these units can also be the image modules themselves, so that together they perform the monitoring of the airspace in the network.
- an image module can assume a central role, such as a coordination of a data flow, the eventual cases of decisions for flying object recognition or the like.
- the image modules are advantageously arranged distributed on the aircraft, for example, distributed over the fuselage of the aircraft.
- at least one image module is aligned to the front and an image module to the rear. In any case, they are spatially separated from each other, so housed in any common housing, apart from a common fuselage.
- Each image module has its own housing with expediently a fastening means for attachment to or in the aircraft, for example on or in the fuselage.
- the flight object recognition takes place on the basis of the sub-images recorded by the image module, which are examined for the presence of imaged flying objects.
- the image processing means will fall back on the partial images recorded by the own image module.
- Each image module thus advantageously uses only the partial images recorded by its own image sensor.
- the recognition result can be forwarded directly or indirectly to a central monitoring unit. This can derive consequences for the behavior of the aircraft.
- the central monitoring unit may be a computer present in the aircraft by default, for example a control computer for controlling flight operations. It is also possible for the central monitoring unit to be a central computer belonging to the system of the several image modules and to be prepared for carrying out monitoring tasks. In any case, he is prepared to communicate with the multiple image modules and receive the recognition results. The recognition results can be obtained from image processing performed by the corresponding image module.
- a particularly simple and modular airspace surveillance system can be created if the data transmission from the image modules to a central monitoring unit is wireless.
- the image modules can be freely arranged on or in the aircraft without the need for cabling by the aircraft.
- the wireless data transmission is also made possible by the fact that the transmission of the recognition results with a relatively low data transmission rate is possible, since not the entire image content must be transmitted to the central monitoring unit.
- the flying object detection includes detecting a flying object imaged in the partial image and determining its angular coordinates.
- the flying object is classified as such and can be filled with appropriate data.
- the angular coordinates may be determined relatively in the field of view of the image module or with respect to a direction of the aircraft.
- the forwarded recognition result may include the detected flying object or acquisition data for the flying object, in particular its angular coordinates.
- the line of sight rotation rate is at rest from one aircraft to another.
- the approaching flying object thus remains essentially stationary with respect to the direction of flight of the aircraft.
- the flight object recognition expediently takes place from a single partial image, so that it is possible to dispense with an aircraft motion analysis, that is to say an analysis of the movement of the visual line rotational rate of the approaching aircraft object. Recognizing a movement from one field to the next is not necessary, but the flying object can be recognized purely from image data of a single field, for example, a lift off against a background.
- the flight object recognition - or the forwarded recognition result - includes an assessment of a flying object depicted in the sub-picture to a hazard potential. This can be done from the shape and / or size of the flying object, from detecting its flight track, in particular against an image background, from recognizing a Greater or Lesser being in the image or the like.
- a further embodiment of the invention proposes that the image modules are arranged in different positions on the aircraft and that a sensor control of the individual image modules takes place depending on their position and thus different.
- the sensor control is expediently carried out by the image modules themselves. It may include exposure control, lens adjustment, and the like.
- the sensor control can be adapted to a position-dependent image processing or flight object recognition.
- a further advantageous embodiment provides that the image modules are arranged in different positions on the aircraft and the flight object recognition of the individual image modules in dependence on their position and thus takes place differently. For example, flying objects are slower from the back than from the front and from the side with a faster track to a background than from the front or the back.
- the flight object recognition can be set accordingly, so that the position of the image module on the aircraft is taken into account when performing the flight object recognition.
- the setting of the flight object recognition is expediently carried out directly on the image module, so that the image module is preset to its position and mounted accordingly.
- a pre-setting is also possible after mounting the image module in the aircraft.
- the invention is directed to an image module for monitoring an air space around an aircraft with a housing in which an imaging optics and an image sensor are arranged.
- a simple modular integration in the aircraft can be achieved if in the housing of the image module, an image processing means is arranged, which is prepared to perform a Flugobjereskennung based on captured by the image sensor sub-images of the environment.
- the image module is prepared to forward a recognition result to a central monitoring unit of the aircraft.
- the invention is directed to an aircraft having a plurality of image modules as described above and a central monitoring unit prepared to output flight control signals using recognition results of the image modules.
- the flight control can be a control of a Flight course, the control of defensive measures to defend the flying object, the control of audible warnings and the like.
- the central monitoring unit comprises an image module detection means, which is prepared for cooperation with a different number of image modules and to detect the number of image modules currently used for airspace monitoring and work together with them.
- the image modules can independently report to the central monitoring unit, so that it sets up a communication with the image modules corresponding to the number of registered image modules.
- a simple modular design with the desired number of image modules can be performed.
- the aircraft is advantageously prepared with a plurality of prepared recordings for receiving and operating one image module at a time.
- the aircraft can be equipped with image modules depending on use, without having to make extensive installations for this purpose.
- Such a receptacle can be a slot for inserting an image module.
- FIG. 1 shows an unmanned aerial vehicle 2 with a length of about eight meters.
- the aircraft 2 is equipped with a central control means 4 in the form of an electronic data processing system which is in communication with a ground station via a transmitter and receiver (not shown). Through this data exchange, the aircraft 2 is controlled by a pilot from the ground station, so that the aircraft 2 remotely flies its mission. A control room for a flying pilot is not present in aircraft 2.
- the aircraft 2 is equipped with eight image modules 6a-6h.
- the two control modules 6a and 6b are directed to the front left and front right and cover a solid angle range of 220 ° in the horizontal and 60 ° in the vertical.
- Oriented upward are the two image modules 6c and 6d, wherein the image module 6c is oriented more towards the front and the image module 6d more toward the rear.
- the image modules 6g, 6h with the image module 6h to the rear left and the image module 6g aligned to the rear right in analogy and mirrored to the image modules 6a, 6b.
- the image modules 6b, 6g are in the view FIG. 1 behind the aircraft 2 and thus not visible and thus drawn by dashed lines. With the eight image modules 6, the entire air space around the aircraft 2 is imaged without a gap in eight partial images. In place of the eight image modules 6, any other suitable arrangement and number of image modules 6 is conceivable.
- the eight image modules 6 are in FIG. 2 shown in more detail schematically. They all contain in a housing 8 an imaging optics 10, by means of which the subsection of the surroundings is imaged onto an image sensor 12 and thus results in the sub-image of the surrounding airspace.
- the image sensor 12 is connected in terms of data technology to an image memory 14 in which the partial images recorded by the image sensor 12 can be stored.
- an image processing means 16 On the image memory 14, an image processing means 16 has access, which in turn signal technology with a communication unit 18 connected, which leads to a communication with the control means 4.
- the communication takes place wirelessly via a radio interface 20 of the image modules 6 and a radio interface 22 of the control means 4.
- the radio interface 22 is prepared to communicate simultaneously with a maximum of 16 image modules 6 wirelessly. Accordingly, it comprises 16 radio channels, of which only eight are used in the embodiment shown in the figures.
- the control means 4 in turn contains a communication unit 24, which is connected to an image module detection means 26. This automatically recognizes the communicating image modules 6 and establishes the radio channels of the radio interface 22 and the communication method of the communication unit 24.
- the image module detection means 26 may be separate or part of a central monitoring unit 28 of the control means 4, which is connected to a control unit 30 for controlling the flight of the aircraft 2.
- the control unit 30 is wired to a number of actuators 32, which are prepared for directional control, speed control and altitude control of the flight of the aircraft 2, to a defense of a classified as dangerous flying object, for issuing warning signals to the ground pilots, etc.
- the monitoring unit 28 and the control unit 30 may be separate from one another and in particular two independent elements.
- the aircraft 2 is equipped with receptacles 36, of which the clarity only one shot 36 in FIG. 1 is indicated.
- this receptacle 36 an image module 6 can be inserted with its housing 8 and locked there.
- the receptacles 36 hold the image module 6 fastened therein in a predetermined orientation to a longitudinal axis of the aircraft 2, so that the partial image recorded by the image module 6 can be assigned in its direction in space.
- the receptacle 36 can be equipped with prefabricated, wired signal lines which connect the attached image module 6 to the control means 4 or the central monitoring unit 28 by way of signal.
- the approaching flying object 34 is detected by the two image modules 6b and 6c. These two image modules 6b, 6c thus send this recognition result to the monitoring unit 28, which can draw further conclusions therefrom, for example a possible threat to the aircraft 2 by the approaching flying object 34 and possible flight modification steps or the like.
- the image modules or their image processing means 16 are designed to determine a hazard potential by the flying object 34 independently. This determination result can also be transmitted as a recognition result to the central monitoring unit 28.
- the data sent by the image modules 6 to the monitoring unit 28 are so small in their amount per time that they can be transmitted without problems via the wireless radio communication. A transmission of the partial images or image data of the partial images of the image modules 6 both with each other and to the central monitoring unit 28 is not necessary.
- the eight image modules 6 are arranged in different positions on the aircraft 2 as in FIG. 1 is indicated.
- the eight image modules 6 are preset in this case so that their sensor control is different and also the flight object recognition is carried out differently.
- the image modules 6 are divided into three groups, namely as a first group, the two front image modules 6a, 6b, as a second group, the four middle image modules 6c - 6f and the third group, the two rear image modules 6g, 6h.
- the front image modules 6a, 6b are aligned in their Kliobjfernkennung on faster flying objects 34
- the two rear image modules 6g, 6h aligned to slower flying objects 2, so both in their movement relative to the background and in their relative movement to the aircraft 2 in the Usually move slower.
- the middle image modules 6c-6f are for a particularly fast movement of the line of sight 38 optimized for object 34. Accordingly, the sensor control is advantageously set.
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Abstract
Description
Die Erfindung betrifft ein Verfahren zum Überwachen eines Luftraums um ein Luftfahrzeug, das mit mehreren Bildmodulen mit jeweils zumindest einer Abbildungsoptik und einem Bildsensor ausgerüstet ist, bei dem die Bildsensoren jeweils ein Teilbild der Umgebung aufnehmen und ein Bildverarbeitungsmittel die Umgebung unter der Verwendung der Teilbilder auf abgebildete andere Flugobjekte untersucht.The invention relates to a method for monitoring an airspace around an aircraft, which is equipped with a plurality of image modules each having at least one imaging optics and an image sensor, wherein the image sensors each record a partial image of the environment and an image processing means imaged the environment using the partial images examined other flying objects.
Zur Steuerung von Luftfahrzeugen, insbesondere unbemannten Luftfahrzeugen, werden Kameras verwendet, mit deren Hilfe der Luftraum um das Luftfahrzeug überwacht wird. Um eine weiträumige Sicht um das Luftfahrzeug zu erreichen, werden Bildmodule mit mehreren nebeneinander angeordneten Bildsensoren verwendet, die in der Regel einen Raumwinkel von 220° x 50° abbilden. Eine solche Luftraumüberwachung ist aus der
Ist ein weiteres Gesichtsfeld gewünscht, beispielsweise nach oben, unten oder nach hinten hin erweitert, ist in der
Es ist eine Aufgabe der vorliegenden Erfindung, ein Verfahren zum Überwachen eines Luftraums um ein Luftfahrzeug anzugeben, das auch bei kleineren Luftfahrzeugen einfach und effizient anwendbar ist.It is an object of the present invention to provide a method for monitoring an airspace around an aircraft that is easily and efficiently applicable even to smaller aircraft.
Diese Aufgabe wird durch ein Verfahren der eingangs genannten Art gelöst, bei der erfindungsgemäß jedes Bildmodul ein eigenes Bildverarbeitungsmittel umfasst, das die Flugobjekterkennung anhand der vom Bildmodul aufgenommenen Teilbilder durchführt und ein Erkennungsergebnis ausgibt und der Luftraum unter Verwendung der Erkennungsergebnisse der Bildmodule überwacht wird.This object is achieved by a method of the aforementioned type, in which, according to the invention, each image module comprises its own image processing means, which carries out the flight object recognition on the basis of the partial images recorded by the image module and outputs a recognition result, and the airspace is monitored using the recognition results of the image modules.
Die Erfindung geht hierbei von der Überlegung aus, dass kleine Luftfahrzeuge häufig nicht standardmäßig mit einer Luftraumüberwachung ausgerüstet sind, die den Anforderungen eines Auftrags genügt, beispielsweise wenn für eine bestimmte Mission eine Rundumsicht erforderlich ist oder besondere Kameras verwendet werden müssen, eine besondere Aufklärungstechnik notwendig ist oder dergleichen. Hierzu müsste das Luftfahrzeug jeweils mit speziellen Systemen aus- bzw. nachgerüstet werden, die mit einer zentralen Überwachungseinheit zur Bildverarbeitung, Flugobjekterkennung und Luftraumüberwachung zusammenarbeiten. Der Aufwand der Abstimmung der zentralen Überwachungseinheit mit den Bildmodulen ist hierbei hoch. Außerdem ist eine entsprechende Verkabelung aufwendig, da wegen der hohen Bilddatenübertragsrate besondere und abgeschirmte Kabel notwendig sind, die insbesondere in einem kleinen Luftfahrzeug nicht standardmäßig verlegt sind.The invention is based on the consideration that small aircraft are often not equipped with standard airspace monitoring that meets the requirements of an order, for example, if for a particular mission an all-round visibility is required or special cameras must be used, a special reconnaissance technique is necessary or similar. For this purpose, the aircraft would have to be equipped or retrofitted with special systems that work together with a central monitoring unit for image processing, flight object recognition and airspace monitoring. The effort of tuning the central monitoring unit with the image modules is high here. In addition, a corresponding wiring is expensive, since special and shielded cables are necessary because of the high Bilddatenübertragsrate, which are not laid by default, especially in a small aircraft.
Durch die erfindungsgemäße Flugobjekterkennung bereits im Bildmodul, also an Ort und Stelle des den Teilluftraum abbildenden Bildsensors, ist es ausreichend, nur einfache Erkennungsergebnisse weiterzuleiten, beispielsweise an die zentrale Überwachungseinheit. Eine Verkabelung kann einfach gehalten sein, da die Erkennungsergebnisse üblicherweise eine erhebliche geringere Datenrate als die Übertragung von Bilddaten erfordern. Außerdem kann eine spezielle Flugobjekterkennung am Bildmodul selbst durchgeführt werden, sodass die zentrale Überwachungseinheit des Luftfahrzeugs einfacher konzipiert werden kann und somit standardisiert ausgeführt sein kann. Auf eine Bildauswertung in einer zentralen Überwachungseinheit kann somit verzichtet werden. Ein einfaches und kleines Luftfahrzeug kann hierdurch mit geringem Aufwand so ausgerüstet oder nachgerüstet werden, dass eine sehr spezielle Luftraumüberwachung entsprechend den Anforderungen eines aktuellen Einsatzes möglich ist.Due to the inventive flight object recognition already in the image module, ie at the location of the image sensor imaging the partial air space, it is sufficient to forward only simple detection results, for example to the central monitoring unit. Wiring can be kept simple because the recognition results usually require a significantly lower data rate than the transmission of image data. In addition, a special flight object recognition can be carried out on the image module itself, so that the central monitoring unit of the aircraft can be designed simpler and thus can be standardized. An image analysis in a central monitoring unit can thus be dispensed with. A simple and small aircraft can thereby be equipped or retrofitted with little effort so that a very specific airspace monitoring according to the requirements of a current use is possible.
Die Erkennungsergebnisse der einzelnen Bildmodule können an eine zentrale Überwachungseinheit des Luftfahrzeugs weitergeleitet werden, das die Luftraumüberwachung durchführt und beispielsweise Daten zur Durchführung einer Flugsteuerung, zur Abwehr eines Angriffs oder zur Warnung eines Piloten, insbesondere am Boden, ausgibt. Hierzu ist die zentrale Überwachungseinheit zweckmäßigerweise dazu vorbereitet, die entsprechenden Signale auszugeben, beispielsweise zur Steuerung von Aktuatoren zur Flugsteuerung, Verteidigung und/oder Warnausgabe. Alternativ zu einer einzigen zentralen Überwachungseinheit können mehrere Einheiten diese Aufgaben übernehmen, wobei diese Einheiten auch die Bildmodule selbst sein können, so dass diese im Netzwerk zusammen die Überwachung des Luftraums durchführen. Hierbei kann ein Bildmodul eine zentrale Rolle übernehmen, wie eine Koordination eines Datenflusses, das letztendliche Fällen von Entscheidungen zur Flugobjekterkennung oder dergleichen.The recognition results of the individual image modules can be forwarded to a central monitoring unit of the aircraft, which carries out the airspace monitoring and, for example, outputs data for carrying out a flight control, for warding off an attack or for warning a pilot, in particular on the ground. For this purpose, the central monitoring unit is expediently prepared to output the corresponding signals, for example for controlling actuators for flight control, defense and / or Warning output. As an alternative to a single central monitoring unit, a plurality of units can assume these tasks, wherein these units can also be the image modules themselves, so that together they perform the monitoring of the airspace in the network. In this case, an image module can assume a central role, such as a coordination of a data flow, the eventual cases of decisions for flying object recognition or the like.
Die Bildmodule sind vorteilhafterweise am Luftfahrzeug verteilt angeordnet, beispielsweise über dem Rumpf des Luftfahrzeugs verteilt. Zweckmäßigerweise ist zumindest ein Bildmodul nach vorne und ein Bildmodul nach hinten ausgerichtet. Auf jeden Fall sind sie räumlich voneinander getrennt angeordnet, also in keinem gemeinsamen Gehäuse untergebracht, abgesehen von einem gemeinsamen Flugzeugrumpf. Jedes Bildmodul verfügt über ein eigenes Gehäuse mit zweckmäßigerweise einem Befestigungsmittel zum Befestigen am oder im Luftfahrzeug, beispielsweise am oder im Rumpf.The image modules are advantageously arranged distributed on the aircraft, for example, distributed over the fuselage of the aircraft. Conveniently, at least one image module is aligned to the front and an image module to the rear. In any case, they are spatially separated from each other, so housed in any common housing, apart from a common fuselage. Each image module has its own housing with expediently a fastening means for attachment to or in the aircraft, for example on or in the fuselage.
Die Abbildung des Teilluftraums auf den Bildsensor erfolgt über die Abbildungsoptik, beispielsweise ein Objektiv. Vorteilhafterweise erfolgt die Flugobjekterkennung anhand der vom Bildmodul aufgenommenen Teilbilder, die auf das Vorhandensein von abgebildeten Flugobjekten untersucht werden. Hierbei wird das Bildverarbeitungsmittel auf die vom eigenen Bildmodul aufgenommenen Teilbilder zurückgreifen. Jedes Bildmodul verwendet somit vorteilhafterweise nur die vom eigenen Bildsensor aufgenommenen Teilbilder. Das Erkennungsergebnis kann direkt oder indirekt an eine zentrale Überwachungseinheit weitergeleitet werden. Diese kann daraus Konsequenzen für das Verhalten des Luftfahrzeugs ableiten.The image of the partial air space on the image sensor via the imaging optics, such as a lens. Advantageously, the flight object recognition takes place on the basis of the sub-images recorded by the image module, which are examined for the presence of imaged flying objects. In this case, the image processing means will fall back on the partial images recorded by the own image module. Each image module thus advantageously uses only the partial images recorded by its own image sensor. The recognition result can be forwarded directly or indirectly to a central monitoring unit. This can derive consequences for the behavior of the aircraft.
Die zentrale Überwachungseinheit kann ein standardmäßig im Luftfahrzeug vorhandener Rechner sein, beispielsweise ein Steuerrechner zur Steuerung von Flugvorgängen. Es ist auch möglich, dass die zentrale Überwachungseinheit ein zum System der mehreren Bildmodule zugehöriger zentraler Rechner ist, der zur Bewerkstelligung von Überwachungsaufgaben vorbereitet ist. In jedem Fall ist er dazu vorbereitet mit den mehreren Bildmodulen zu kommunizieren und die Erkennungsergebnisse in Empfang zu nehmen. Die Erkennungsergebnisse können aus einer Bildverarbeitung gewonnen werden, die von dem entsprechenden Bildmodul durchgeführt wird.The central monitoring unit may be a computer present in the aircraft by default, for example a control computer for controlling flight operations. It is also possible for the central monitoring unit to be a central computer belonging to the system of the several image modules and to be prepared for carrying out monitoring tasks. In any case, he is prepared to communicate with the multiple image modules and receive the recognition results. The recognition results can be obtained from image processing performed by the corresponding image module.
Ein besonders einfaches und modular aufbaubares Luftraumüberwachungssystem kann geschaffen werden, wenn die Datenübertragung von den Bildmodulen an eine zentrale Überwachungseinheit drahtlos erfolgt. Die Bildmodule können am oder im Luftfahrzeug sehr frei angeordnet werden, ohne dass eine Verkabelung durch das Luftfahrzeug notwendig ist. Die drahtlose Datenübertragung wird auch dadurch ermöglicht, dass die Übertragung der Erkennungsergebnisse mit einer relativ geringen Datenübertragungsrate möglich ist, da nicht die gesamten Bildinhalte an die zentrale Überwachungseinheit übertragen werden müssen.A particularly simple and modular airspace surveillance system can be created if the data transmission from the image modules to a central monitoring unit is wireless. The image modules can be freely arranged on or in the aircraft without the need for cabling by the aircraft. The wireless data transmission is also made possible by the fact that the transmission of the recognition results with a relatively low data transmission rate is possible, since not the entire image content must be transmitted to the central monitoring unit.
In einer weiteren vorteilhaften Ausführungsform der Erfindung beinhaltet die Flugobjekterkennung ein Erfassen eines im Teilbild abgebildeten Flugobjekts und ein Ermitteln von dessen Winkelkoordinaten. Das Flugobjekt wird insofern als solches klassifiziert und kann mit entsprechenden Daten belegt werden. Die Winkelkoordinaten können relativ im Gesichtsfeld des Bildmoduls oder mit Bezug auf eine Richtung des Luftfahrzeugs ermittelt werden.In a further advantageous embodiment of the invention, the flying object detection includes detecting a flying object imaged in the partial image and determining its angular coordinates. The flying object is classified as such and can be filled with appropriate data. The angular coordinates may be determined relatively in the field of view of the image module or with respect to a direction of the aircraft.
Dass weitergeleitete Erkennungsergebnis kann das erfasste Flugobjekt beziehungsweise Erfassungsdaten zum Flugobjekt beinhalten, insbesondere dessen Winkelkoordinaten.The forwarded recognition result may include the detected flying object or acquisition data for the flying object, in particular its angular coordinates.
Bewegen sich zwei Luftfahrzeuge auf einem Kollisionskurs aufeinander zu, so ist die Sichtliniendrehrate von einem Luftfahrzeug zum anderen ruhend. Das herannahende Flugobjekt verharrt also im Wesentlichen ruhend mit Bezug auf die Flugrichtung des Luftfahrzeugs. Dies berücksichtigend erfolgt die Flugobjekterkennung zweckmäßigerweise aus einem einzigen Teilbild, so dass auf eine Flugbewegungsanalyse, also eine Analyse der Bewegung der Sichtliniendrehrate des herannahenden Flugobjekts verzichtet werden kann. Ein Erkennen einer Bewegung von einem Teilbild zum nächsten ist nicht notwendig, sondern das Flugobjekt kann rein aus Bilddaten eines einzigen Teilbilds erkannt werden, beispielweise aus einem Abheben vor einem Hintergrund.When two aircraft move toward each other on a collision course, the line of sight rotation rate is at rest from one aircraft to another. The approaching flying object thus remains essentially stationary with respect to the direction of flight of the aircraft. Taking this into account, the flight object recognition expediently takes place from a single partial image, so that it is possible to dispense with an aircraft motion analysis, that is to say an analysis of the movement of the visual line rotational rate of the approaching aircraft object. Recognizing a movement from one field to the next is not necessary, but the flying object can be recognized purely from image data of a single field, for example, a lift off against a background.
Weiter wird vorgeschlagen, dass die Flugobjekterkennung - bzw. das weitergeleitete Erkennungsergebnis - eine Bewertung eines im Teilbild abgebildeten Flugobjekts auf ein Gefahrenpotential beinhaltet. Dies kann aus der Form und/ oder Größe des Flugobjekts erfolgen, aus einem Erfassen von dessen Flugspur, insbesondere vor einem Bildhintergrund, aus einem Erkennen eines Größer- oder Kleinerwerdens im Bild oder dergleichen.It is further proposed that the flight object recognition - or the forwarded recognition result - includes an assessment of a flying object depicted in the sub-picture to a hazard potential. This can be done from the shape and / or size of the flying object, from detecting its flight track, in particular against an image background, from recognizing a Greater or Lesser being in the image or the like.
Eine weitere Ausführungsform der Erfindung schlägt vor, dass die Bildmodule in unterschiedlichen Positionen am Luftfahrzeug angeordnet sind und eine Sensorsteuerung der einzelnen Bildmodule in Abhängigkeit von ihrer Position und somit unterschiedlich erfolgt. Die Sensorsteuerung wird hierbei zweckmäßigerweise durch die Bildmodule selbst durchgeführt. Sie kann eine Belichtungssteuerung, eine Objektiveinstellung und dergleichen beinhalten. Die Sensorsteuerung kann hierbei an eine positionsabhängige Bildverarbeitung beziehungsweise Flugobjekterkennung angepasst werden.A further embodiment of the invention proposes that the image modules are arranged in different positions on the aircraft and that a sensor control of the individual image modules takes place depending on their position and thus different. The sensor control is expediently carried out by the image modules themselves. It may include exposure control, lens adjustment, and the like. The sensor control can be adapted to a position-dependent image processing or flight object recognition.
Eine weitere vorteilhafte Ausführungsvariante sieht vor, dass die Bildmodule in unterschiedlichen Positionen am Luftfahrzeug angeordnet sind und die Flugobjekterkennung der einzelnen Bildmodule in Abhängigkeit von ihrer Position und somit unterschiedlich erfolgt. So kommen beispielsweise Flugobjekte von hinten langsamer als von vorne und von der Seite mit einer schnelleren Spur gegenüber einem Hintergrund als von vorne oder hinten. Entsprechend der Position des Bildmoduls am Luftfahrzeug kann die Flugobjekterkennung entsprechend eingestellt werden, so dass die Position des Bildmoduls am Luftfahrzeug bei der Durchführung der Flugobjekterkennung berücksichtigt wird. Die Einstellung der Flugobjekterkennung wird zweckmäßigerweise am Bildmodul direkt durchgeführt, so dass das Bildmodul auf seine Position voreingestellt und entsprechend montiert wird. Möglich ist eine Voreinstellung selbstverständlich auch nach einer Montage des Bildmoduls im Luftfahrzeug.A further advantageous embodiment provides that the image modules are arranged in different positions on the aircraft and the flight object recognition of the individual image modules in dependence on their position and thus takes place differently. For example, flying objects are slower from the back than from the front and from the side with a faster track to a background than from the front or the back. According to the position of the image module on the aircraft, the flight object recognition can be set accordingly, so that the position of the image module on the aircraft is taken into account when performing the flight object recognition. The setting of the flight object recognition is expediently carried out directly on the image module, so that the image module is preset to its position and mounted accordingly. Of course, a pre-setting is also possible after mounting the image module in the aircraft.
Außerdem ist die Erfindung gerichtet auf ein Bildmodul zum Überwachen eines Luftraums um ein Luftfahrzeug mit einem Gehäuse, in dem eine Abbildungsoptik und ein Bildsensor angeordnet sind. Eine einfache modulare Integration im Luftfahrzeug kann erreicht werden, wenn im Gehäuse des Bildmoduls ein Bildverarbeitungsmittel angeordnet ist, das dazu vorbereitet ist, eine Flugobjekterkennung anhand von vom Bildsensor aufgenommenen Teilbildern der Umgebung durchzuführen. Zweckmäßigerweise ist das Bildmodul dazu vorbereitet, ein Erkennungsergebnis an eine zentrale Überwachungseinheit des Luftfahrzeugs weiterzuleiten.In addition, the invention is directed to an image module for monitoring an air space around an aircraft with a housing in which an imaging optics and an image sensor are arranged. A simple modular integration in the aircraft can be achieved if in the housing of the image module, an image processing means is arranged, which is prepared to perform a Flugobjereskennung based on captured by the image sensor sub-images of the environment. Expediently, the image module is prepared to forward a recognition result to a central monitoring unit of the aircraft.
Außerdem ist die Erfindung gerichtet auf ein Luftfahrzeug mit mehreren wie oben beschriebenen Bildmodulen und einer zentralen Überwachungseinheit, die dazu vorbereitet ist, unter Verwendung von Erkennungsergebnissen der Bildmodule Flugsteuersignale auszugeben. Die Flugsteuerung kann eine Steuerung eines Flugkurses, die Steuerung von Abwehrmaßnahmen zur Abwehr des Flugobjekts, die Steuerung von akustischen Warnungen und dergleichen beinhalten.In addition, the invention is directed to an aircraft having a plurality of image modules as described above and a central monitoring unit prepared to output flight control signals using recognition results of the image modules. The flight control can be a control of a Flight course, the control of defensive measures to defend the flying object, the control of audible warnings and the like.
Vorteilhafterweise umfasst die zentrale Überwachungseinheit ein Bildmodulerfassungsmittel, das zur Zusammenarbeit mit unterschiedlich vielen Bildmodulen vorbereitet ist und dazu, die Anzahl der momentan zur Luftraumüberwachung verwendeten Bildmodule zu erfassen und mit diesen zusammenarbeiten. So können sich beispielsweise die Bildmodule selbstständig bei der zentralen Überwachungseinheit melden, so dass diese eine Kommunikation mit den Bildmodulen einrichtet entsprechend der Anzahl der angemeldeten Bildmodule. Es kann ein einfacher modularer Aufbau mit der gewünschten Anzahl von Bildmodulen durchgeführt werden.Advantageously, the central monitoring unit comprises an image module detection means, which is prepared for cooperation with a different number of image modules and to detect the number of image modules currently used for airspace monitoring and work together with them. Thus, for example, the image modules can independently report to the central monitoring unit, so that it sets up a communication with the image modules corresponding to the number of registered image modules. A simple modular design with the desired number of image modules can be performed.
Ferner ist das Luftfahrzeug vorteilhafterweise mit mehreren vorbereiteten Aufnahmen zur Aufnahme und zum Betreiben von jeweils einem Bildmodul vorbereitet. Auf diese Weise kann das Luftfahrzeug einsatzabhängig mit Bildmodulen ausgerüstet werden, ohne hierfür umfangreiche Installationen vornehmen zu müssen. Eine solche Aufnahme kann ein Steckplatz zum Einstecken eines Bildmoduls sein.Furthermore, the aircraft is advantageously prepared with a plurality of prepared recordings for receiving and operating one image module at a time. In this way, the aircraft can be equipped with image modules depending on use, without having to make extensive installations for this purpose. Such a receptacle can be a slot for inserting an image module.
Weiter wird vorgeschlagen, dass unterschiedliche Typen von Bildmodulen in geometrisch unterschiedlichen Positionen am Rumpf verteilt sind. Auf diese Weise kann der Luftraum einsatzabhängig optimiert überwacht werden.It is further proposed that different types of image modules are distributed in geometrically different positions on the fuselage. In this way, the airspace can be optimally monitored depending on the application.
Weitere Vorteile ergeben sich aus der folgenden Zeichnungsbeschreibung. In der Zeichnung sind Ausführungsbeispiele der Erfindung dargestellt. Die Erfindung ist nicht auf die in der Zeichnung dargestellten Ausführungsbeispiele beschränkt - auch nicht in Bezug auf funktionale Merkmale. Die bisherige Beschreibung wie auch die nachfolgende Figurenbeschreibung enthalten zahlreiche Merkmale, die in den abhängigen Unteransprüchen teilweise zu mehren zusammengefasst wiedergegeben sind. Diese Merkmale wie auch alle übrigen oben oder in der nachfolgenden Figurenbeschreibung offenbarten Merkmale wird der Fachmann jedoch auch einzeln betrachten und zu sinnvollen weiteren Kombinationen zusammenfügen. Insbesondere sind diese Merkmale jeweils einzeln und beliebiger geeigneter Kombination mit dem Verfahren und der Vorrichtung gemäß der unabhängigen Ansprüche kombinierbar.Further advantages emerge from the following description of the drawing. In the drawings, embodiments of the invention are shown. The invention is not limited to the embodiments illustrated in the drawings - not even in terms of functional features. The previous description as well as the following description of the figures contain numerous features, which are given in the dependent subclaims in part to summarize several. However, these features, as well as all the other features disclosed above or in the following description of the figures, will also be considered individually by one skilled in the art and put together to meaningful further combinations. In particular, these features can be combined individually and in any suitable combination with the method and the apparatus according to the independent claims.
Es zeigen:
- Fig. 1
- ein unbemanntes Luftfahrzeug mit acht Bildmodulen zur Rundumüberwachung des Luftraums rund um das Luftfahrzeug und
- Fig. 2
- die acht Bildmodule drahtlos verbunden mit einer zentralen Überwachungseinheit.
- Fig. 1
- an unmanned aerial vehicle with eight image modules for all-round surveillance of the airspace around the aircraft and
- Fig. 2
- the eight image modules wirelessly connected to a central monitoring unit.
Zur Steuerung des Luftfahrzeugs 2 und zur Überwachung des umgebenden Luftraums ist das Luftfahrzeug 2 mit acht Bildmodulen 6a - 6h ausgestattet. Hierbei sind die beiden Steuermodule 6a und 6b nach vorne links und vorne rechts gerichtet und decken einen Raumwinkelbereich von 220° in der Horizontalen und 60° in der Vertikalen ab. Nach oben ausgerichtet sind die beiden Bildmodule 6c und 6d, wobei das Bildmodul 6c mehr nach vorne und das Bildmodul 6d mehr nach hinten ausgerichtet ist. Dazu spiegelverkehrt nach unten sind die beiden Bildmodule 6e, 6f ausgerichtet. Nach hinten schauen die Bildmodule 6g, 6h wobei das Bildmodul 6h nach hinten links und das Bildmodul 6g nach hinten rechts ausgerichtet ist in Analogie und spiegelverkehrt zu den Bildmodulen 6a, 6b. Die Bildmodule 6b, 6g sind in der Ansicht aus
Die acht Bildmodule 6 sind in
Das Steuermittel 4 enthält wiederum eine Kommunikationseinheit 24, die mit einem Bildmodulerfassungsmittel 26 verbunden ist. Dieses erkennt die kommunizierenden Bildmodule 6 automatisch und richtet die Funkkanäle der Funkschnittstelle 22 und das Kommunikationsverfahren der Kommunikationseinheit 24 ein. Das Bildmodulerfassungsmittel 26 kann separat oder Teil einer zentralen Überwachungseinheit 28 des Steuermittels 4 sein, die mit einer Steuereinheit 30 zum Steuern des Flugs des Luftfahrzeugs 2 verbunden ist. Hierzu ist die Steuereinheit 30 drahtgebunden mit einer Anzahl von Aktuatoren 32 verbunden, die zur Richtungssteuerung, zur Geschwindigkeitssteuerung und Höhensteuerung des Flugs des Luftfahrzeugs 2, zu einer Abwehr eines als gefährlich eingestuften Flugobjekts, zur Ausgabe von Warnsignalen an den Bodenpiloten, usw. vorbereitet sind. Alternativ können die Überwachungseinheit 28 und die Steuereinheit 30 getrennt voneinander und insbesondere zwei unabhängige Elemente sein.The control means 4 in turn contains a
Zur einfachen Montage der Bildmodule 6 im Luftfahrzeug 2 ist das Luftfahrzeug 2 mit Aufnahmen 36 ausgestattet, von denen der Übersichtlichkeit nur eine Aufnahme 36 in
Während des Flugs des Luftfahrzeugs 2 werden von den acht Bildmodulen 6 Teilbilder des umgebenden Luftraums aufgenommen und auf das Vorhandensein eines Flugobjekts 34 durch jeweils die Bildverarbeitungsmittel 16 untersucht. Bei dieser Flugobjekterkennung wird das eventuell im Teilbild aufgenommene Flugobjekt 34 zunächst als solches vom Bildverarbeitungsmittel 16 erfasst. Außerdem wird die Winkellage der Sichtlinie 38 vom entsprechenden Bildmodul 6 zum Flugobjekt 34 vom Bildverarbeitungsmittel 16 festgestellt. Dieses Erfassen und die Winkellagenerkennung kann aus einem einzigen Teilbild erfolgen, da eine Bewegungserfassung des Flugobjekts 34 beziehungsweise dessen Sichtlinie 38 nicht erforderlich ist. Sowohl die Flugobjekterfassung als auch die Winkellagenerkennung werden als zwei getrennte Erkennungsergebnisse an die zentrale Überwachungseinheit 28 gegeben.During the flight of the
Bei dem in
Auch bei dieser umfangreicheren Flugobjekterkennung sind die von den Bildmodulen 6 an die Überwachungseinheit 28 gesendeten Daten von ihrem Umfang pro Zeit so gering, dass sie problemlos über die drahtlose Funkkommunikation übermittelt werden können. Eine Übermittlung der Teilbilder beziehungsweise von Bilddaten der Teilbilder von den Bildmodulen 6 sowohl untereinander als auch zur zentralen Überwachungseinheit 28 ist nicht notwendig.Even with this more extensive flight object recognition, the data sent by the image modules 6 to the
Die acht Bildmodule 6 sind in unterschiedlichen Positionen am Luftfahrzeug 2 angeordnet wie in
- 22
- Luftfahrzeugaircraft
- 44
- Steuermittelcontrol means
- 6a6a
- BildmodulImaging module
- 6b6b
- BildmodulImaging module
- 6c6c
- BildmodulImaging module
- 6d6d
- BildmodulImaging module
- 6e6e
- BildmodulImaging module
- 6f6f
- BildmodulImaging module
- 6g6g
- BildmodulImaging module
- 6h6h
- BildmodulImaging module
- 88th
- Gehäusecasing
- 1010
- Abbildungsoptikimaging optics
- 1212
- Bildsensorimage sensor
- 1414
- Bildspeicherimage memory
- 1616
- BildverarbeitungsmittelImage processing means
- 1818
- Kommunikationseinheitcommunication unit
- 2020
- FunkschnittstelleRadio interface
- 2222
- FunkschnittstelleRadio interface
- 2424
- Kommunikationseinheitcommunication unit
- 2626
- BildmodulerfassungsmittelImage module detection means
- 2828
- Überwachungseinheitmonitoring unit
- 3030
- Steuereinheitcontrol unit
- 3232
- Aktuatoractuator
- 3434
- Flugobjektflying object
- 3636
- Aufnahmeadmission
- 3838
- Sichtlinieline of sight
Claims (12)
dadurch gekennzeichnet,
dass jedes Bildmodul (6a-6h) ein eigenes Bildverarbeitungsmittel umfasst, das die Flugobjekterkennung anhand der vom Bildmodul (6a-6h) aufgenommenen Teilbilder durchführt und ein Erkennungsergebnis ausgibt, und der Luftraum unter Verwendung der Erkennungsergebnisse der Bildmodule (6a-6h) überwacht wird.Method for monitoring an air space around an aircraft (2) which is equipped with a plurality of image modules (6a-6h) each having at least one imaging optics (10) and an image sensor (12), wherein the image sensors (12) each comprise a partial image of the surroundings and an image processing means (16) examines the environment using the partial images on imaged other flying objects (34),
characterized,
in that each image module (6a-6h) comprises its own image processing means which performs the flight object recognition on the part images taken by the image module (6a-6h) and outputs a recognition result, and the airspace is monitored using the recognition results of the image modules (6a-6h).
dadurch gekennzeichnet,
dass die Datenübertragung von den Bildmodulen (6a-6h) an eine zentrale Überwachungseinheit (28) drahtlos erfolgt.Method according to claim 1,
characterized,
that the data transfer from the image modules (6a-6h) to a central monitoring unit (28) is wireless.
dadurch gekennzeichnet,
dass die Flugobjekterkennung ein Erfassen eines im Teilbild abgebildeten Flugobjekts (34) und ein Ermitteln von dessen Winkelkoordinaten beinhaltet.Method according to claim 1 or 2,
characterized,
that the flight object recognition includes detecting a flying object (34) depicted in the partial image and determining its angular coordinates.
dadurch gekennzeichnet,
dass die Flugobjekterkennung ein Erfassen des Flugobjekts (34) aus einem einzigen Teilbild beinhaltet.Method according to one of the preceding claims,
characterized,
that the flying object recognition includes detecting the flying object (34) from a single partial image.
dadurch gekennzeichnet,
dass die Flugobjekterkennung eine Bewertung eines im Teilbild abgebildeten Flugobjekts (34) auf ein Gefahrenpotential beinhaltet.Method according to one of the preceding claims,
characterized,
that the flying object recognition includes an evaluation of a flying object (34) depicted in the partial image to a danger potential.
dadurch gekennzeichnet,
dass die Bildmodule (6a-6h) in unterschiedlichen Positionen am Luftfahrzeug (2) angeordnet sind und eine Sensorsteuerung der einzelnen Bildmodule (6a-6h) in Abhängigkeit von ihrer Position und somit unterschiedlich erfolgt.Method according to one of the preceding claims,
characterized,
that the image modules (6a-6h) are arranged at different positions on the aircraft (2) and thus carried out a control of the individual image sensor modules (6a-6h), depending on their position and different.
dadurch gekennzeichnet,
dass die Bildmodule (6a-6h) in unterschiedlichen Positionen am Luftfahrzeug (2) angeordnet sind und die Flugobjekterkennung der einzelnen Bildmodule (6a-6h) in Abhängigkeit von ihrer Position und somit unterschiedlich erfolgt.Method according to one of the preceding claims,
characterized,
that the image modules (6a-6h) are arranged at different positions on the aircraft (2) and thus carried the flying object recognition of the individual image modules (6a-6h), depending on their position and different.
dadurch gekennzeichnet,
dass im Gehäuse (8) ein Bildverarbeitungsmittel (16) angeordnet ist, das dazu vorbereitet ist, eine Flugobjekterkennung anhand von vom Bildsensor (12) aufgenommenen Teilbildern der Umgebung durchzuführen.Image module (6a-6h) for monitoring an air space around an aircraft (2) with a housing (8) in which an imaging optics (10) and an image sensor (12) are arranged,
characterized,
in that a picture processing means (16) is arranged in the housing (8) and is prepared to perform a flying object recognition on the basis of partial images of the surroundings recorded by the image sensor (12).
dadurch gekennzeichnet,
dass die zentrale Überwachungseinheit (28) ein Bildmodulerfassungsmittel (24) umfasst, das zur Zusammenarbeit mit verschieden vielen Bildmodulen (6a-6h) vorbereitet ist und dazu, die Anzahl der momentan zur Luftraumüberwachung verwendeten Bildmodule (6a-6h) zu erfassen und mit diesen zusammenzuarbeiten.Aircraft according to claim 9,
characterized,
in that the central monitoring unit (28) comprises an image module acquisition means (24) which is prepared to cooperate with a plurality of image modules (6a-6h) and to detect and cooperate with the number of image modules (6a-6h) currently used for airspace monitoring ,
gekennzeichnet
durch mehrere vorbereitete Aufnahmen (36) zum Aufnehmen und Betreiben von jeweils einem Bildmodul (6a-6h).Aircraft according to claim 9 or 10,
marked
by several prepared recordings (36) for recording and operating in each case one image module (6a-6h).
dadurch gekennzeichnet,
dass unterschiedliche Typen von Bildmodulen (6a-6h) in geometrisch unterschiedlichen Positionen am Rumpf des Luftfahrzeugs (2) verteilt sind.Aircraft according to one of claims 9 to 11,
characterized,
that different types of image modules (6a-6h) are distributed in geometrically different positions on the fuselage of the aircraft (2).
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DE102011016964A DE102011016964A1 (en) | 2011-04-13 | 2011-04-13 | Method for monitoring an air space around an aircraft |
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CN111611897A (en) * | 2020-05-15 | 2020-09-01 | 航迅信息技术有限公司 | Unmanned aerial vehicle detection system and method based on camera network |
CN112414224A (en) * | 2020-12-10 | 2021-02-26 | 成都微精控科技有限公司 | Airspace security method and system for specific target |
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CN105206116B (en) * | 2015-10-10 | 2017-09-22 | 杨珊珊 | Unmanned vehicle flight range verifies device and its verification method |
CN105225540A (en) * | 2015-10-21 | 2016-01-06 | 杨珊珊 | The flight range supervising device of unmanned vehicle and method for supervising thereof |
CN106647355B (en) * | 2016-11-09 | 2023-11-07 | 中国民用航空飞行学院 | Data processing method and system for flight scenario environment evaluation |
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US5581250A (en) * | 1995-02-24 | 1996-12-03 | Khvilivitzky; Alexander | Visual collision avoidance system for unmanned aerial vehicles |
WO2007144386A1 (en) * | 2006-06-14 | 2007-12-21 | Evotec Technologies Gmbh | Method for taking and evaluating image sequences |
EP2159779A1 (en) * | 2008-08-27 | 2010-03-03 | Saab Ab | Using image sensor and tracking filter time-to-go to avoid mid-air collisions |
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US7061401B2 (en) | 2003-08-07 | 2006-06-13 | BODENSEEWERK GERäTETECHNIK GMBH | Method and apparatus for detecting a flight obstacle |
US7876258B2 (en) | 2006-03-13 | 2011-01-25 | The Boeing Company | Aircraft collision sense and avoidance system and method |
-
2011
- 2011-04-13 DE DE102011016964A patent/DE102011016964A1/en not_active Withdrawn
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US5581250A (en) * | 1995-02-24 | 1996-12-03 | Khvilivitzky; Alexander | Visual collision avoidance system for unmanned aerial vehicles |
WO2007144386A1 (en) * | 2006-06-14 | 2007-12-21 | Evotec Technologies Gmbh | Method for taking and evaluating image sequences |
EP2159779A1 (en) * | 2008-08-27 | 2010-03-03 | Saab Ab | Using image sensor and tracking filter time-to-go to avoid mid-air collisions |
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CN111611897A (en) * | 2020-05-15 | 2020-09-01 | 航迅信息技术有限公司 | Unmanned aerial vehicle detection system and method based on camera network |
CN112414224A (en) * | 2020-12-10 | 2021-02-26 | 成都微精控科技有限公司 | Airspace security method and system for specific target |
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