CN108733078A - A kind of formation control method, the apparatus and system of unmanned systems cluster - Google Patents

A kind of formation control method, the apparatus and system of unmanned systems cluster Download PDF

Info

Publication number
CN108733078A
CN108733078A CN201810585900.5A CN201810585900A CN108733078A CN 108733078 A CN108733078 A CN 108733078A CN 201810585900 A CN201810585900 A CN 201810585900A CN 108733078 A CN108733078 A CN 108733078A
Authority
CN
China
Prior art keywords
unmanned systems
node
cluster
unmanned
formation
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.)
Pending
Application number
CN201810585900.5A
Other languages
Chinese (zh)
Inventor
吴元清
关依
鲁仁全
李鸿
李鸿一
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.)
Guangdong University of Technology
Original Assignee
Guangdong University of Technology
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Guangdong University of Technology filed Critical Guangdong University of Technology
Priority to CN201810585900.5A priority Critical patent/CN108733078A/en
Publication of CN108733078A publication Critical patent/CN108733078A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
    • G05D1/10Simultaneous control of position or course in three dimensions
    • G05D1/101Simultaneous control of position or course in three dimensions specially adapted for aircraft
    • G05D1/104Simultaneous control of position or course in three dimensions specially adapted for aircraft involving a plurality of aircrafts, e.g. formation flying

Abstract

This application discloses a kind of formation control methods of unmanned systems cluster, including:Receive the current location that the alignment sensor on unmanned systems node is sent and the present speed that velocity sensor is sent;It is communicated respectively with the controller on other unmanned systems nodes in unmanned systems cluster, to share respective formation information;Formation information includes current location and present speed and target location and target velocity;Path planning is carried out to unmanned systems node according to formation information;Generate drive signal according to the result of path planning and be sent to the drive system of unmanned systems node, until unmanned systems node after moving to target location with target velocity stable operation.The application is adjusted the flight pattern of unmanned systems cluster using distributed AC servo system, can effectively improve control efficiency, improves formation control effect.Disclosed herein as well is a kind of formation control device, system and the computer readable storage mediums of unmanned systems cluster, it may have above-mentioned advantageous effect.

Description

A kind of formation control method, the apparatus and system of unmanned systems cluster
Technical field
This application involves unmanned systems technical field, more particularly to a kind of formation control method of unmanned systems cluster, dress It sets, system and computer readable storage medium.
Background technology
Being constantly progressive and develop with information technology and electronic technology, unmanned systems technology is in agricultural, industry, army It is used widely in the fields such as thing.
In the application scenes of certain unmanned systems technologies, often requires to use multiple unmanned systems equipments and carry out together Shi Zuoye, each unmanned systems equipment are used as a node, they constitute a unmanned systems cluster on the whole.And When carrying out group operation, essentially need integrally to carry out formation control to cluster.
Formation control method in the prior art often uses traditional centerized fusion so that whole control efficiency Lowly, control not in time, enables the control effect of the flight pattern of entire unmanned systems cluster unsatisfactory.
It can be seen that using the formation control method of which kind of unmanned systems cluster, to effectively improve control efficiency, to change Kind formation control effect, is those skilled in the art's technical problem urgently to be resolved hurrily.
Invention content
The application's is designed to provide a kind of formation control method, device, system and the computer of unmanned systems cluster Readable storage medium storing program for executing, to effectively improve control efficiency, to improve formation control effect.
In order to solve the above technical problems, the application provides a kind of formation control method of unmanned systems cluster, it is applied to institute The controller on the unmanned systems node in unmanned systems cluster is stated, the unmanned systems node installation has alignment sensor and speed Spend sensor;The formation control method includes:
Receive the current location and the velocity sensor that the alignment sensor on the unmanned systems node is sent The present speed of transmission;
It is communicated respectively with the controller on other described unmanned systems nodes in the unmanned systems cluster, To share respective formation information;The formation information include the current location and the present speed and target location and Target velocity;The target location and the target velocity are by master controller according to flight pattern instruction calls input by user After corresponding formation control algorithm, is calculated and generated according to the initial position of the unmanned systems node and initial velocity, concurrently It send to the controller of the unmanned systems node;
Path planning is carried out to the unmanned systems node according to the formation information;
Drive signal is generated according to the result of the path planning and is sent to the drive system of the unmanned systems node, Until the unmanned systems node after moving to the target location with the target velocity stable operation.
Optionally, the formation information further includes captured by the imaging sensor on the unmanned systems node Ambient image;
It is described to include to unmanned systems node progress path planning according to the formation information:
The obstacle information of the unmanned systems node local environment is extracted from the ambient image;According to the obstacle Object information and the current location and the present speed and the target location and the target velocity are to the unmanned systems Node carries out obstacle-avoiding route planning.
Optionally, described image sensor is binocular camera.
Optionally, the master controller is computer processor.
Optionally, the alignment sensor is GPS positioning sensor.
Optionally, it is described respectively with the control on other described unmanned systems nodes in the unmanned systems cluster Device carries out communication:
It is carried out respectively with the controller on other described unmanned systems nodes in the unmanned systems cluster wireless Communication.
Optionally, in the current location that the alignment sensor received on the unmanned systems node is sent and institute After the present speed for stating velocity sensor transmission, further include:
The current location and the present speed are sent to the master controller, shown so that the master controller generates Show instruction, the current location of the unmanned systems node and the present speed are shown in display terminal.
Present invention also provides a kind of formation control devices of unmanned systems cluster, are applied in the unmanned systems cluster Unmanned systems node on controller, the unmanned systems node installation has alignment sensor and velocity sensor;The volume Team control device include:
Acquisition module:Current location for receiving the transmission of the alignment sensor on the unmanned systems node and institute State the present speed of velocity sensor transmission;Master controller is received corresponding according to flight pattern instruction calls input by user After formation control algorithm, the target generated and sent is calculated according to the initial position of the unmanned systems node and initial velocity Position and target velocity;
Communication module:For respectively with the control on other described unmanned systems nodes in the unmanned systems cluster Device processed is communicated, to share respective formation information;The formation information includes the current location and the current speed Degree and the target location and the target velocity;
Path planning module:For carrying out path planning to the unmanned systems node according to the formation information;
Drive module:For generating drive signal according to the result of the path planning and being sent to the unmanned systems section The drive system of point is transported until the unmanned systems node is stablized after moving to the target location with the target velocity Row.
Present invention also provides a kind of formation control systems of unmanned systems cluster, and the unmanned systems cluster includes multiple Unmanned systems node;The formation control system include master controller, the controller on the unmanned systems node and Alignment sensor and velocity sensor;
The alignment sensor is used to the current location of the unmanned systems node being sent to the controller;
The velocity sensor is used to the present speed of the unmanned systems node being sent to the controller;
The master controller is used for according to the corresponding formation control algorithm of flight pattern instruction calls input by user, according to The initial position and initial velocity of the unmanned systems node calculate Generate Target Position and target velocity, and are sent to the control Device processed;
The controller for respectively on other described unmanned systems nodes in the unmanned systems cluster described in Controller is communicated, to share respective formation information;The formation information includes the current location and described current Speed and the target location and the target velocity;Path rule are carried out to the unmanned systems node according to the formation information It draws;Drive signal is generated according to the result of the path planning and is sent to the drive system of the unmanned systems node, until The unmanned systems node is after moving to the target location with the target velocity stable operation.
Present invention also provides a kind of computer readable storage medium, meter is stored in the computer readable storage medium Calculation machine program realizes the formation control of any unmanned systems cluster as described above when the computer program is executed by processor The step of method processed.
The formation control method of unmanned systems cluster provided herein is applied to the unmanned system in unmanned systems cluster The controller united on node, including:Receive current location that the alignment sensor on the unmanned systems node is sent and The present speed that the velocity sensor is sent;Respectively on other described unmanned systems nodes in the unmanned systems cluster The controller communicated, to share respective formation information;The formation information includes the current location and institute State present speed and target location and target velocity;The target location and the target velocity are by master controller according to user After the corresponding formation control algorithm of flight pattern instruction calls of input, according to the initial position of the unmanned systems node and Initial velocity, which calculates, to be generated, and is sent to the controller of the unmanned systems node;According to the formation information to described Unmanned systems node carries out path planning;Drive signal is generated according to the result of the path planning and is sent to the unmanned system The drive system of system node, until the unmanned systems node is stablized after moving to the target location with the target velocity Operation.
As it can be seen that compared with the prior art, in the formation control method of unmanned systems cluster provided herein, passing through order The controller of each unmanned systems node carries out the shared of formation information each other, so that each controller is respectively to this unmanned systems Node carries out path planning and drive control, that is, the form of distributed AC servo system is used to carry out the flight pattern of unmanned systems cluster It adjusts, so as to effectively improve control efficiency, improves formation control effect.
Description of the drawings
In order to illustrate more clearly of the technical solution in the prior art and the embodiment of the present application, below will to the prior art and Attached drawing to be used is needed to make brief introduction in the embodiment of the present application description.Certainly, the attached drawing in relation to the embodiment of the present application below A part of the embodiment in only the application of description is not paying creativeness to those skilled in the art Under the premise of labour, other attached drawings can also be obtained according to the attached drawing of offer, the other accompanying drawings obtained also belong to the application Protection domain.
Fig. 1 is a kind of flow chart of the formation control method of unmanned systems cluster provided herein;
Fig. 2 is a kind of structure diagram of the formation control device of unmanned systems cluster provided herein;
Fig. 3 is a kind of structure diagram of the formation control system of unmanned systems cluster provided herein.
Specific implementation mode
The core of the application is to provide a kind of formation control method, device, system and the computer of unmanned systems cluster Readable storage medium storing program for executing, to effectively improve control efficiency, to improve formation control effect.
In order to which technical solutions in the embodiments of the present application is more clearly and completely described, below in conjunction with this Shen Attached drawing that please be in embodiment, technical solutions in the embodiments of the present application are introduced.Obviously, described embodiment is only Some embodiments of the present application, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art The every other embodiment obtained without making creative work, shall fall in the protection scope of this application.
Referring to FIG. 1, Fig. 1 is a kind of flow chart of the formation control method of unmanned systems cluster provided herein, Applied to the controller on the unmanned systems node in unmanned systems cluster, wherein unmanned systems node installation has orientation sensing Device and velocity sensor;The formation control method mainly includes the following steps that:
Step 1:What the current location and velocity sensor that the alignment sensor on reception unmanned systems node is sent were sent Present speed.
Specifically, it is directed to the formation control of unmanned systems cluster, main control object is exactly mainly each in fact The position and speed of each unmanned systems node in unmanned systems cluster.Therefore, pass through positioning on each unmanned systems node Sensor and velocity sensor measure the position and speed of itself in real time.Certainly, described unmanned systems node tool Body can be vehicle or unmanned aerial vehicle etc., and the application is not limited thereto.
Step 2:It is communicated respectively with the controller on other unmanned systems nodes in unmanned systems cluster, so as to altogether Enjoy respective formation information;
Wherein, formation information includes current location and present speed and target location and target velocity;Target location and mesh Speed is marked by master controller after according to the corresponding formation control algorithm of flight pattern instruction calls input by user, according to nothing The initial position and initial velocity of people's system node, which calculate, to be generated, and is sent to the controller of unmanned systems node.
After the controller on a unmanned systems node has received current location and the present speed of itself, To be communicated with the controller on other unmanned systems nodes in unmanned systems cluster, it is therefore an objective to share mutual volume mutually Team's information, consequently facilitating carrying out the drive control of next step.
The formation information, specifically include the current location of the unmanned systems node, present speed, target location and Target velocity.Wherein, target location and target velocity are to be sent to the unmanned systems node after calculating generation by master controller. Master controller is the device for being adjusted control to cluster on the whole, and user can input desired according to application demand Flight pattern is instructed to master controller, so that master controller calls corresponding with flight pattern instruction, preset formation control to calculate Method, and according to the initial position and initial velocity of each unmanned systems node, generate the target velocity of each unmanned systems node And target location, and it is respectively sent to corresponding unmanned systems node, so that each unmanned systems node is according to master controller Order is moved.
It is easily understood that described initial position and initial velocity is for formation control each time, it is real Be exactly on border " current location " that formation control initial time is detected by alignment sensor and velocity sensor respectively and " when Preceding speed " is sent to master controller by the controller on unmanned systems node, so that master controller calls formation control algorithm It is that each unmanned systems node calculates respective target location and position and speed according to these initial informations.
Step 3:Path planning is carried out to unmanned systems node according to formation information.
Unmanned systems node carries out information sharing between each other, to carry out path planning according to mutual formation information. It is easily understood that in the unmanned systems cluster being made of multiple unmanned systems nodes, the traveling of each unmanned systems node It is mobile not only to consider oneself factor, it is contemplated that the position and speed of other unmanned systems nodes, especially adjacent Several unmanned systems nodes situations such as to prevent from colliding, lead to equipment damage.Therefore, for it is each nobody For system node, it is also necessary to specific certain ability of tracking, so as to according to the position of other unmanned systems nodes, speed etc. and Shi Chongxin planning paths are hidden.
Preferably, the path of different unmanned systems nodes, which can be non-overlapping achiasmate but more situation, is, when not When not reaching existing overlapping or intersecting, it can be avoided collision by controlling the priority movement sequence of different unmanned systems nodes, that is, The particular content of path planning may include not only the route in the path, can also include the mobile opportunity in the path.
That is, each controller needs the formation information according to each unmanned systems node shared to carry out this unmanned system The path planning of system node, and ensure it is the path with other unmanned systems node Lothrus apterus.Certainly, during path planning Generally there are other measurement standards, such as mobile consumption is smaller etc..As for which kind of path planning algorithm specifically used, the application is simultaneously It does not limit, those skilled in the art voluntarily can select and be arranged.
Step 4:Drive signal is generated according to the result of path planning and is sent to the drive system of unmanned systems node, directly To unmanned systems node with target velocity stable operation after moving to target location.
According to the path planned, controller can be executed specifically and be controlled to the traveling of this unmanned systems node, with Just entire unmanned systems cluster realizes the desired flight pattern of user.Described drive signal is exactly the driving of unmanned systems node The control signal of system.Usually, the drive system of unmanned vehicle or unmanned plane is mainly all kinds of motors, steering engine etc., and normal It is often used the size that PWM control methods carry out adjusting control signal, in this regard, those skilled in the art can voluntarily select and design reality Existing, the application is not defined.
It is easily understood that during unmanned systems cluster realizes expected flight pattern, above-mentioned control process All it is to continue to carry out.I.e. controller constantly obtains present speed and current location, so as to continuous after formation information is shared Drive signal size is adjusted, until realizing formation control target.In addition, generating drive signal to adjust unmanned systems node When current location and present speed, closed-loop control preferably can be specifically used, that is, makees difference control, it is real to ensure control accuracy Existing indifference control.
From the foregoing it can be that in the application, the controller of each unmanned systems node is to this unmanned systems node The equipment that is directly controlled of specific traveling process, be that this unmanned systems node directly controls center, have it is higher from My decision-making capability.Therefore, used by the application it is a kind of distributed AC servo system, the centralization during it is different from the prior art is controlled System, can make full use of the hardware resource advantage of each controller, effectively improves control decision efficiency.
As it can be seen that in the formation control method of unmanned systems cluster provided herein, by enabling each unmanned systems node Controller carry out the shared of formation information each other, so that each controller carries out path rule to this unmanned systems node respectively Draw and drive control, that is, use distributed AC servo system form the flight pattern of unmanned systems cluster is adjusted, so as to have Effect improves control efficiency, improves formation control effect.
The formation control method of unmanned systems cluster provided herein, on the basis of the above embodiments:
As a kind of preferred embodiment, formation information further includes that the imaging sensor being mounted on unmanned systems node is clapped The ambient image taken the photograph;
Carrying out path planning to unmanned systems node according to formation information includes:
The obstacle information of unmanned systems node local environment is extracted from ambient image;According to obstacle information and currently Position and present speed and target location and target velocity carry out obstacle-avoiding route planning to unmanned systems node.
Specifically, avoidance is a major issue of unmanned systems node during traveling.In order to avoid barrier pair Influence when unmanned systems node is advanced, the application can also be specifically that imaging sensor is arranged in unmanned systems node, to clap Ambient image is taken the photograph, reasonable avoidance is carried out according to the obstacle information in ambient image while path planning by master controller.
As a kind of preferred embodiment, imaging sensor is binocular camera.
Specifically, using binocular camera as imaging sensor, using Binocular Vision Principle, according to the scape of image The results such as depth, characteristic matching obtain more accurate obstacle information, it is ensured that path planning it is more scientific and reasonable.
As a kind of preferred embodiment, master controller is computer processor.
Specifically, the master controller in the application is recommended but is not limited to using the calculating independently of each unmanned systems node Machine processor completes the overall calculation for being directed to unmanned systems cluster using the high-performance of computer processor.
Certainly, those skilled in the art can also voluntarily use other settings according to practical situations, such as by cluster In some unmanned systems node controller as master controller.
As a kind of preferred embodiment, alignment sensor is GPS positioning sensor.
Specifically, GPS positioning technology is the location technology generally used in current global range, is preferably but not limited to adopt With GPS positioning sensor.Certainly, those skilled in the art can also use such as other positioning systems of the Big Dipper, and the application is not It is defined.
As a kind of preferred embodiment, respectively with the controller on other unmanned systems nodes in unmanned systems cluster into Row communicates:
It is carried out wireless communication respectively with the controller on other unmanned systems nodes in unmanned systems cluster.
Specifically, generally it is using easily wireless communications mode for the unmanned systems node of group operation.Cause This, preferably wirelessly realizes the communication process between unmanned systems node.Certainly, the communication mode class between master controller Seemingly.
As a kind of preferred embodiment, current location and speed that the alignment sensor on receiving unmanned systems node is sent It spends after the present speed that sensor is sent, further includes:
Current location and present speed are sent to master controller, so that master controller generates idsplay order, by unmanned system The current location of system node and present speed are shown in display terminal.
It specifically, can also be by it after controller gets present speed and the current location of this unmanned systems node It is shown, in order to which user observes in display terminal.In order to show the traveling situation of entire unmanned systems cluster, respectively Respective data can be sent to master controller by a controller, are generated idsplay order by master controller, are showed in display terminal User.As for which kind of particularly shown mode used, those skilled in the art voluntarily can select and be arranged, the application and without It limits.
The formation control device of unmanned systems cluster provided herein is introduced below.
Referring to Fig. 2, Fig. 2 is a kind of structural frames of the formation control device of unmanned systems cluster provided herein Figure, the controller being applied on the unmanned systems node in unmanned systems cluster, unmanned systems node installation have alignment sensor And velocity sensor;Formation control device includes acquisition module 21, communication module 22, path planning module 23 and drive module 24;
Acquisition module 21 is used to receive the current location and velocity pick-up that the alignment sensor on unmanned systems node is sent The present speed that device is sent;Master controller is received to calculate according to the corresponding formation control of flight pattern instruction calls input by user After method, the target location generated and sent and target speed are calculated according to the initial position of unmanned systems node and initial velocity Degree;
Communication module 22 with the controller on other unmanned systems nodes in unmanned systems cluster for being led to respectively Letter, to share respective formation information;Formation information includes current location and present speed and target location and target velocity;
Path planning module 23 is used to carry out path planning to unmanned systems node according to formation information;
Drive module 24 is used to generate drive signal according to the result of path planning and is sent to the drive of unmanned systems node Dynamic system, until unmanned systems node after moving to target location with target velocity stable operation.
As it can be seen that the formation control device of unmanned systems cluster provided herein, by enabling each unmanned systems node Controller carries out the shared of formation information each other, so that each controller carries out path planning to this unmanned systems node respectively And drive control, that is, use the form of distributed AC servo system that the flight pattern of unmanned systems cluster is adjusted, so as to effective Control efficiency is improved, formation control effect is improved.
The formation control system of unmanned systems cluster provided herein is introduced below.
Referring to Fig. 3, Fig. 3 is a kind of structural frames of the formation control system of unmanned systems cluster provided herein Figure, unmanned systems cluster includes multiple unmanned systems nodes;The formation control system includes master controller 31, is mounted on nobody Controller 32 and alignment sensor 33 on system node and velocity sensor 34;
Alignment sensor 33 is used to the current location of unmanned systems node being sent to controller 32;
Velocity sensor 34 is used to the present speed of unmanned systems node being sent to controller 32;
Master controller 31 is used for according to the corresponding formation control algorithm of flight pattern instruction calls input by user, according to nothing The initial position and initial velocity of people's system node calculate Generate Target Position and target velocity, and are sent to controller 32;
Controller 32 with the controller 32 on other unmanned systems nodes in unmanned systems cluster for being led to respectively Letter, to share respective formation information;Formation information includes current location and present speed and target location and target velocity; Path planning is carried out to unmanned systems node according to formation information;Drive signal is generated according to the result of path planning and is sent to The drive system of unmanned systems node, until unmanned systems node after moving to target location with target velocity stable operation.
As it can be seen that the formation control system of unmanned systems cluster provided herein, by enabling each unmanned systems node Controller 32 carries out the shared of formation information each other, so that each controller carries out path rule to this unmanned systems node respectively Draw and drive control, that is, use distributed AC servo system form the flight pattern of unmanned systems cluster is adjusted, so as to have Effect improves control efficiency, improves formation control effect.
Present invention also provides a kind of computer readable storage medium, calculating is stored in the computer readable storage medium Machine program realizes the formation control of any unmanned systems cluster as described above when the computer program is executed by processor The step of method processed.
The formation control device of unmanned systems cluster provided herein, the tool of system and computer readable storage medium Body embodiment can correspond reference with the formation control method of unmanned systems cluster as described above, just no longer superfluous here It states.
Each embodiment is described by the way of progressive in the application, the highlights of each of the examples are with other realities Apply the difference of example, just to refer each other for identical similar portion between each embodiment.For system disclosed in embodiment Speech, since it is corresponded to the methods disclosed in the examples, so description is fairly simple, related place is referring to method part illustration ?.
It should be noted that in present specification, the relational terms of such as " first " and " second " etc are used merely to One entity is either operated and is distinguished with another entity or operation, without necessarily requiring or implying these entities or There are any actual relationship or orders between person's operation.In addition, the terms "include", "comprise" or its any other Variant is intended to non-exclusive inclusion, so that the process, method, article or equipment including a series of elements is not only Including those elements, but also include other elements that are not explicitly listed, or further includes for this process, method, object Product or the intrinsic element of equipment.In the absence of more restrictions, the element limited by sentence "including a ...", It is not precluded in the process, method, article or apparatus that includes the element that there is also other identical elements.
Technical solution provided herein is described in detail above.Specific case used herein is to this Shen Principle and embodiment please is expounded, the explanation of above example is only intended to help understand the present processes and its Core concept.It should be pointed out that for those skilled in the art, in the premise for not departing from the application principle Under, can also to the application, some improvement and modification can also be carried out, these improvement and modification also fall into the protection of the application claim In range.

Claims (10)

1. a kind of formation control method of unmanned systems cluster is applied on the unmanned systems node in the unmanned systems cluster Controller, which is characterized in that the unmanned systems node installation has alignment sensor and velocity sensor;The formation control Method includes:
Receive the current location and velocity sensor transmission that the alignment sensor on the unmanned systems node is sent Present speed;
It is communicated respectively with the controller on other described unmanned systems nodes in the unmanned systems cluster, so as to Share respective formation information;The formation information includes the current location and the present speed and target location and target Speed;The target location and the target velocity are corresponded to by master controller according to flight pattern instruction calls input by user Formation control algorithm after, calculated and generated according to the initial position of the unmanned systems node and initial velocity, and be sent to The controller of the unmanned systems node;
Path planning is carried out to the unmanned systems node according to the formation information;
Drive signal is generated according to the result of the path planning and is sent to the drive system of the unmanned systems node, until The unmanned systems node is after moving to the target location with the target velocity stable operation.
2. formation control method according to claim 1, which is characterized in that the formation information further includes mounted on described The ambient image captured by imaging sensor on unmanned systems node;
It is described to include to unmanned systems node progress path planning according to the formation information:
The obstacle information of the unmanned systems node local environment is extracted from the ambient image;Believed according to the barrier Breath and the current location and the present speed and the target location and the target velocity are to the unmanned systems node Carry out obstacle-avoiding route planning.
3. formation control method according to claim 2, which is characterized in that described image sensor is binocular camera.
4. formation control method according to claim 3, which is characterized in that the master controller is computer processor.
5. formation control method according to claim 4, which is characterized in that the alignment sensor senses for GPS positioning Device.
6. formation control method according to any one of claims 1 to 5, which is characterized in that it is described respectively with it is described nobody The controller on other described unmanned systems nodes in system cluster carries out communication:
It is carried out wireless communication respectively with the controller on other described unmanned systems nodes in the unmanned systems cluster.
7. formation control method according to claim 6, which is characterized in that received on the unmanned systems node described The alignment sensor send current location and the velocity sensor send present speed after, further include:
The current location and the present speed are sent to the master controller, referred to so that the master controller generates display It enables, the current location of the unmanned systems node and the present speed is shown in display terminal.
8. a kind of formation control device of unmanned systems cluster is applied on the unmanned systems node in the unmanned systems cluster Controller, which is characterized in that the unmanned systems node installation has alignment sensor and velocity sensor;The formation control Device includes:
Acquisition module:Current location for receiving the transmission of the alignment sensor on the unmanned systems node and the speed Spend the present speed that sensor is sent;Master controller is received according to the corresponding formation of flight pattern instruction calls input by user After control algolithm, the target location generated and sent is calculated according to the initial position of the unmanned systems node and initial velocity And target velocity;
Communication module:For respectively with the controller on other described unmanned systems nodes in the unmanned systems cluster It is communicated, to share respective formation information;The formation information include the current location and the present speed and The target location and the target velocity;
Path planning module:For carrying out path planning to the unmanned systems node according to the formation information;
Drive module:For generating drive signal according to the result of the path planning and being sent to the unmanned systems node Drive system, until the unmanned systems node after moving to the target location with the target velocity stable operation.
9. a kind of formation control system of unmanned systems cluster, which is characterized in that the unmanned systems cluster include it is multiple nobody System node;The formation control system includes master controller, the controller on the unmanned systems node and positioning Sensor and velocity sensor;
The alignment sensor is used to the current location of the unmanned systems node being sent to the controller;
The velocity sensor is used to the present speed of the unmanned systems node being sent to the controller;
The master controller is used for according to the corresponding formation control algorithm of flight pattern instruction calls input by user, according to described The initial position and initial velocity of unmanned systems node calculate Generate Target Position and target velocity, and are sent to the control Device;
The controller for respectively with the control on other described unmanned systems nodes in the unmanned systems cluster Device is communicated, to share respective formation information;The formation information includes the current location and the present speed With the target location and the target velocity;Path planning is carried out to the unmanned systems node according to the formation information; Drive signal is generated according to the result of the path planning and is sent to the drive system of the unmanned systems node, until described Unmanned systems node is after moving to the target location with the target velocity stable operation.
10. a kind of computer readable storage medium, which is characterized in that be stored with computer in the computer readable storage medium Program, the computer program realize unmanned systems cluster as described in any one of claim 1 to 7 when being executed by processor The step of formation control method.
CN201810585900.5A 2018-06-08 2018-06-08 A kind of formation control method, the apparatus and system of unmanned systems cluster Pending CN108733078A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810585900.5A CN108733078A (en) 2018-06-08 2018-06-08 A kind of formation control method, the apparatus and system of unmanned systems cluster

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810585900.5A CN108733078A (en) 2018-06-08 2018-06-08 A kind of formation control method, the apparatus and system of unmanned systems cluster

Publications (1)

Publication Number Publication Date
CN108733078A true CN108733078A (en) 2018-11-02

Family

ID=63932568

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810585900.5A Pending CN108733078A (en) 2018-06-08 2018-06-08 A kind of formation control method, the apparatus and system of unmanned systems cluster

Country Status (1)

Country Link
CN (1) CN108733078A (en)

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109992005A (en) * 2019-05-10 2019-07-09 上海歌尔泰克机器人有限公司 Unmanned aerial vehicle (UAV) control method, apparatus, computer readable storage medium and relevant device
CN110865655A (en) * 2019-12-12 2020-03-06 电子科技大学 Formation and obstacle avoidance control method for unmanned aerial vehicle in unmanned aerial vehicle system
CN112147935A (en) * 2020-09-25 2020-12-29 劢微机器人科技(深圳)有限公司 Method, device and equipment for controlling fork arm of unmanned forklift and storage medium
CN113759942A (en) * 2021-09-23 2021-12-07 哈尔滨工程大学 Multi-intelligent-robot underwater cooperative capture control system and method
CN114355881A (en) * 2021-11-26 2022-04-15 珠海云洲智能科技股份有限公司 Formation transformation method, device and medium for unmanned ship formation
CN115016523A (en) * 2022-08-03 2022-09-06 西安羚控电子科技有限公司 Cluster device control system, control method, cluster device and storage medium

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101127657A (en) * 2007-07-16 2008-02-20 江南大学 Dynamic modeling and control technology for independent mobile sensor network
CN102122171A (en) * 2010-12-28 2011-07-13 北京航空航天大学 Multi-micronano detector networking joint demonstration verification system based on intelligent mobile robot
WO2014018147A2 (en) * 2012-04-30 2014-01-30 The Trustees Of The University Of Pennsylvania Three-dimensional manipulation of teams of quadrotors
CN104359473A (en) * 2014-10-24 2015-02-18 南京航空航天大学 Collaborative flight path intelligent planning method for formation flying of unmanned planes under dynamic environment
CN104820431A (en) * 2015-05-08 2015-08-05 西北工业大学 Multi-unmanned-aerial-vehicle cluster to-the-ground observation system and formation control method
CN106406354A (en) * 2016-11-29 2017-02-15 中山大学 Distributed aircraft formation method based on three-dimensional dynamic obstacle avoidance
CN106774401A (en) * 2016-12-28 2017-05-31 深圳大漠大智控技术有限公司 The track automatic generation method that a kind of unmanned plane is formed into columns when converting formation
CN107037816A (en) * 2017-06-15 2017-08-11 华中科技大学 A kind of many unmanned boat fleet systems
CN107179777A (en) * 2017-06-03 2017-09-19 复旦大学 Multiple agent cluster Synergistic method and multiple no-manned plane cluster cooperative system
CN107831783A (en) * 2017-11-10 2018-03-23 南昌航空大学 A kind of ground station control system for supporting multiple no-manned plane autonomous flight

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101127657A (en) * 2007-07-16 2008-02-20 江南大学 Dynamic modeling and control technology for independent mobile sensor network
CN102122171A (en) * 2010-12-28 2011-07-13 北京航空航天大学 Multi-micronano detector networking joint demonstration verification system based on intelligent mobile robot
WO2014018147A2 (en) * 2012-04-30 2014-01-30 The Trustees Of The University Of Pennsylvania Three-dimensional manipulation of teams of quadrotors
CN104359473A (en) * 2014-10-24 2015-02-18 南京航空航天大学 Collaborative flight path intelligent planning method for formation flying of unmanned planes under dynamic environment
CN104820431A (en) * 2015-05-08 2015-08-05 西北工业大学 Multi-unmanned-aerial-vehicle cluster to-the-ground observation system and formation control method
CN106406354A (en) * 2016-11-29 2017-02-15 中山大学 Distributed aircraft formation method based on three-dimensional dynamic obstacle avoidance
CN106774401A (en) * 2016-12-28 2017-05-31 深圳大漠大智控技术有限公司 The track automatic generation method that a kind of unmanned plane is formed into columns when converting formation
CN107179777A (en) * 2017-06-03 2017-09-19 复旦大学 Multiple agent cluster Synergistic method and multiple no-manned plane cluster cooperative system
CN107037816A (en) * 2017-06-15 2017-08-11 华中科技大学 A kind of many unmanned boat fleet systems
CN107831783A (en) * 2017-11-10 2018-03-23 南昌航空大学 A kind of ground station control system for supporting multiple no-manned plane autonomous flight

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
宗群 等: "多无人机协同编队飞行控制研究现状及发展", 《哈尔滨工业大学学报》 *

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109992005A (en) * 2019-05-10 2019-07-09 上海歌尔泰克机器人有限公司 Unmanned aerial vehicle (UAV) control method, apparatus, computer readable storage medium and relevant device
CN109992005B (en) * 2019-05-10 2022-03-01 上海歌尔泰克机器人有限公司 Unmanned aerial vehicle control method and device, computer readable storage medium and related equipment
CN110865655A (en) * 2019-12-12 2020-03-06 电子科技大学 Formation and obstacle avoidance control method for unmanned aerial vehicle in unmanned aerial vehicle system
CN112147935A (en) * 2020-09-25 2020-12-29 劢微机器人科技(深圳)有限公司 Method, device and equipment for controlling fork arm of unmanned forklift and storage medium
CN113759942A (en) * 2021-09-23 2021-12-07 哈尔滨工程大学 Multi-intelligent-robot underwater cooperative capture control system and method
CN114355881A (en) * 2021-11-26 2022-04-15 珠海云洲智能科技股份有限公司 Formation transformation method, device and medium for unmanned ship formation
CN115016523A (en) * 2022-08-03 2022-09-06 西安羚控电子科技有限公司 Cluster device control system, control method, cluster device and storage medium

Similar Documents

Publication Publication Date Title
CN108733078A (en) A kind of formation control method, the apparatus and system of unmanned systems cluster
US11644832B2 (en) User interaction paradigms for a flying digital assistant
US11148804B2 (en) System and method for tracking targets
WO2017088720A1 (en) Method and device for planning optimal following path and computer storage medium
CN109983468A (en) Use the method and system of characteristic point detection and tracking object
CN103885444A (en) Information processing method, mobile electronic equipment and decision-making control equipment
CN108255174A (en) robot path planning method and device
CN107223199A (en) Air navigation aid and equipment based on three-dimensional map
CN109906416A (en) Delivery vehicle collision avoids
KR20200031683A (en) Drone planning method, device and remote control
CN106527439A (en) Motion control method and apparatus
Abbenseth et al. Cloud-based cooperative navigation for mobile service robots in dynamic industrial environments
CN107808402A (en) Scaling method, multicamera system and the terminal device of multicamera system
Valenti et al. An autonomous flyer photographer
Verma et al. A smartphone based indoor navigation system
CN108534789B (en) Multipath positioning coordinate unifying method, electronic equipment and readable storage medium
CN111857114A (en) Robot formation moving method, system, equipment and storage medium
Asadi et al. An integrated aerial and ground vehicle (UAV-UGV) system for automated data collection for indoor construction sites
CN107442973A (en) Welding bead localization method and device based on machine vision
Park et al. Realization of distributed formation flying using a group of autonomous quadcopters and application to visual performance show
CN115487450B (en) Fire-fighting robot system and positioning and collaborative fire-extinguishing method for multiple fire-fighting robots
Fathian et al. Vision-based distributed formation control of unmanned aerial vehicles
CN108151742A (en) The data processing method and its intelligent apparatus of robot navigation
Streit et al. Vision-based path construction and maintenance for indoor guidance of autonomous ground vehicles based on collaborative smart cameras
Hattori et al. Generalized measuring-worm algorithm: High-accuracy mapping and movement via cooperating swarm robots

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20181102