CN114115322B - Tracking control method of tethered aircraft system - Google Patents

Tracking control method of tethered aircraft system Download PDF

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CN114115322B
CN114115322B CN202111536251.8A CN202111536251A CN114115322B CN 114115322 B CN114115322 B CN 114115322B CN 202111536251 A CN202111536251 A CN 202111536251A CN 114115322 B CN114115322 B CN 114115322B
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tethered
tethered aircraft
tether
aircraft
tension
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黄攀峰
宋梦实
张夷斋
张帆
沈刚辉
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Northwestern Polytechnical University
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/08Control of attitude, i.e. control of roll, pitch, or yaw
    • G05D1/0808Control of attitude, i.e. control of roll, pitch, or yaw specially adapted for aircraft
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/10Simultaneous control of position or course in three dimensions
    • G05D1/101Simultaneous control of position or course in three dimensions specially adapted for aircraft
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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Abstract

The invention relates to a tracking control method of a tethered aircraft system, which comprises the steps of firstly establishing a tethered aircraft system model, utilizing the non-affine characteristic of an auxiliary integration method to process the system, perfectly avoiding the problem of overlarge higher-order terms caused by a Taylor series expansion method, then utilizing an expanded state observer to estimate the tension and airflow disturbance of a tether, and finally adopting a backstepping method to design a tracking controller of the tethered aircraft, so as to ensure that the tethered aircraft can accurately track an expected track. The invention establishes a dynamic model of the tethered aircraft system by utilizing the Newton method, and independent unknown tension items of the tethered aircraft system and atmospheric turbulence, thereby facilitating the design of the next observer; the tension of the tether and the atmospheric turbulence are estimated by using the extended state observer, so that the problems of inaccurate measurement of the tension sensor and unknown atmospheric turbulence are solved; the tracking controller is designed by combining a back-stepping method and an auxiliary integration method aiming at the non-affine characteristic problem of the tethered aircraft system, so that the accurate tracking capability of the tethered aircraft is ensured.

Description

Tracking control method of tethered aircraft system
Technical Field
The invention belongs to the field of tethered aircrafts, and relates to a tracking control method of a tethered aircrafts system.
Background
The tethered aerial vehicle system consists of a main aerial vehicle, a tether and a tethered aerial vehicle, wherein the tethered aerial vehicle has no active power, and the main aerial vehicle is used for towing the tethered aerial vehicle to fly through the tether. The related art tethered aircraft systems are widely used in soft autonomous airborne fueling, towed baits, tethered towing targets, and other aerospace tasks. However, due to the complex flow fields and the effects of the tethering, the motion of tethered aerial vehicles becomes very complex and extremely prone to instability. Therefore, it is very necessary to study the active control technology of tethered aircrafts.
The tethered aircraft system model has non-affine characteristics, which presents great difficulty to the design of the controller, and most control methods use taylor series expansion to convert the non-affine form into affine form. However, the large range of motion of tethered aircraft can result in excessive high order terms of the taylor series expansion, which can have a significant impact on the accuracy of the controller design. Therefore, the invention provides a tracking control method of the tethered aircraft system based on an auxiliary integration method in consideration of the large-range motion of the tethered aircraft and the non-affine characteristic of the system, and ensures the accurate tracking capability of the tethered aircraft.
Disclosure of Invention
Technical problem to be solved
In order to avoid the defects of the prior art, the invention provides a tracking control method of a tethered aircraft system, which aims at the problem of accurate tracking control of the tethered aircraft system under the conditions of large-range movement of the tethered aircraft and unknown tether tension.
Technical proposal
A method of tracking control of a tethered aircraft system, characterized by: the tethered aircraft of the tethered aircraft system does not roll, the main aircraft flies at a constant speed in a straight line, and the main aircraft is only influenced by atmospheric turbulence in the flying process, and the tracking control steps are as follows:
step 1, establishing a dynamics model:
the tethered aircraft dynamics equation is:
Figure BDA0003412648620000021
wherein l is the distance from the connection point of the tether and the primary aerial vehicle to the center of mass of the tethered aerial vehicle; beta r Is x r Axis and x g z g An included angle of the planes; alpha r Is x r The axis is x g z g Projection of plane and x g An included angle of the shaft;
Figure BDA0003412648620000022
respectively is l, alpha r 、β r 、/>
Figure BDA0003412648620000023
Rate of change over time; m is tethered aircraftQuality; g is gravity acceleration; f (F) d Aerodynamic force at O for tethered aircraft b x b y b z b Is a projection of (2); t (T) 1 Tension of tether to tethered aerial vehicle at O 1 x 1 y 1 z 1 Is a projection of (2); s is S b_g Is O b x b y b z b To O g x g y g z g Is a transformation matrix of (a); s is S g_r Is O g x g y g z g To O r x r y r z r Is a transformation matrix of (a); s is S 1_g Is O 1 x 1 y 1 z 1 To O g x g y g z g Is a transformation matrix of (a);
the tether tension is:
Figure BDA0003412648620000024
wherein E is the Young's modulus of the tether; a is the cross-sectional area of the tether; η is the natural length of the tether;
the attitude kinematic equation is:
Figure BDA0003412648620000025
wherein, psi, theta and gamma are attitude angles of the tethered aircraft, which are respectively called yaw angle, pitch angle and roll angle;
Figure BDA0003412648620000027
Figure BDA0003412648620000028
the change rates of psi, theta and gamma with respect to time are respectively shown; omega x 、ω y 、ω z Respectively tethered aircraft relative O g x g y g z g At a rotational angular velocity of O b x b y b z b The lower component;
the attitude kinetic equation is:
Figure BDA0003412648620000031
wherein I is x 、I y 、I z Respectively tethered aircraft wind x b 、y b 、z b The moment of inertia of the shaft;
Figure BDA0003412648620000032
omega respectively x 、ω y 、ω z Rate of change with respect to time; m is M t,x 、M t,y 、M t,z 、M d,x 、M d,y 、M d,z The aerodynamic moment and the tension moment respectively borne by the tethered aircraft are x b 、y b 、z b Projection of the axis;
after finishing, the steps are as follows:
Figure BDA0003412648620000033
in the method, in the process of the invention,
Figure BDA0003412648620000034
Figure BDA0003412648620000035
Figure BDA0003412648620000036
Figure BDA0003412648620000041
Figure BDA0003412648620000042
n 2 、n 4,y 、n 4,z is the influence of atmospheric turbulence on tethered aircrafts;
Figure BDA0003412648620000043
respectively T n First and second derivatives of (a);
step 2, observer design:
Figure BDA0003412648620000044
in the method, in the process of the invention,
Figure BDA0003412648620000045
is x i Is used for estimating the vector of the vector; />
Figure BDA0003412648620000046
Is R i Is used for estimating the vector of the vector; q (Q) 2 =g 2 +f 2 ,Q 4 =g 4 u+f 4 ;κ 1,i2,i Gain for observer; fal (·) is a nonlinear function;
step 3, designing a controller:
Figure BDA0003412648620000047
in the method, in the process of the invention,
Figure BDA0003412648620000048
is a normal number diagonal matrix;
and (3) realizing tracking control of the tethered aircraft system by using the controller designed in the step (3).
Advantageous effects
The tracking control method of the tethered aircraft system provided by the invention has the advantages that firstly, a tethered aircraft system model is established, the non-affine characteristic of the system is processed by utilizing an auxiliary integration method, the problem of overlarge higher-order terms caused by a Taylor series expansion method is perfectly avoided, then, the tension and airflow disturbance of a tether are estimated by utilizing an expanded state observer, and finally, a tracking controller of the tethered aircraft is designed by adopting a backstepping method, so that the tethered aircraft can accurately track an expected track.
The invention establishes a tethered aircraft system model aiming at the problem of accurate tracking control of a tethered aircraft system under the conditions of large-range movement of the tethered aircraft and unknown tether tension, then estimates the unknown tether tension and atmospheric turbulence by using an extended state observer, and finally designs a tracking control method of the tethered aircraft by using a back-stepping method and an auxiliary integration method. Compared with the existing research, the method has the following advantages:
1. establishing a dynamic model of the tethered aircraft system by utilizing a Newton method, and independently separating an unknown tethered tension item and atmospheric turbulence, so that the design of a next observer is facilitated;
2. the tension of the tether and the atmospheric turbulence are estimated by using the extended state observer, so that the problems of inaccurate measurement of the tension sensor and unknown atmospheric turbulence are solved;
3. the tracking controller is designed by combining a back-stepping method and an auxiliary integration method aiming at the non-affine characteristic problem of the tethered aircraft system, so that the accurate tracking capability of the tethered aircraft is ensured.
Drawings
Fig. 1: tethered aircraft system schematic
1 is a main aircraft, 2 is a nacelle, 3 is a tether, and 4 is a tethered aircraft
Fig. 2: turbulence of the atmosphere
Ordinate v x 、v y 、v z The components of the velocity of the atmospheric turbulence in the x, y and z axes respectively
Fig. 3: tethered aircraft tracking trajectory graph
The ordinate x, y, z are the components of the desired track and the tracking track in the x-axis, y-axis, z-axis respectively, wherein the black curve is the desired track and the red solid line is the tracking track. Tethered aircraft can track desired trajectories well under the influence of atmospheric turbulence.
Detailed Description
The invention will now be further described with reference to examples, figures:
step 1: kinetic model establishment
The tether model adopts a bead model, the bead model is composed of a limited number of smooth cylindrical rigid rods, and the rods are connected by friction-free beads. The relevant literature on the bead model of the tether is numerous and will not be repeated here, the invention only introducing a kinetic model of the tethered aerial vehicle.
Considering the complexity of tethered aircraft systems, the following assumptions are made:
suppose 1. Tethered aerial vehicle is free of roll;
suppose 2. The main aircraft flies at a constant speed in a straight line;
suppose 3, the flight is affected only by atmospheric turbulence.
Main aircraft track coordinate system O g x g y g z g : the point of attachment of the primary aerial vehicle to the tether is at origin of coordinates O g The coordinate system is fixedly connected with the main aircraft, x g The axis being parallel to but opposite to the direction of the main aircraft flight speed, z g The axis comprises x g In the vertical plane of the axis, with x g The axis is vertical and faces upwards, y g The axis is directed to the right of the main aircraft. Since the main aircraft flies straight, O g x g y g z g Can be considered as an inertial system.
Tether coordinate system O r x r y r z r : the point of attachment of the primary aerial vehicle to the tether is at origin of coordinates O r ,x r Axis is directed to the center of mass, z, of the tethered aerial vehicle r The axis comprises x r In the vertical plane of the axis, with x r The axis is vertical and faces upwards, y r The shaft is directed to the right of the tether.
Tension coordinate system O 1 x 1 y 1 z 1 : assuming that the tether is divided into n segments, the end connected to the tethered aerial vehicle is the first segment, and the point of connection of the tether to the tethered aerial vehicle is the first bead. Origin of coordinates O 1 Is positioned at the second bead point, the coordinate system is fixedly connected with the first section of tether, x 1 The axis being directed at the point of attachment of the tether to the tethered aerial vehicle, z 1 The axis comprises x 1 In the vertical plane of the axis, with x 1 The axis is vertical and faces upwards, y 1 The shaft is directed to the right of the tether.
Tethered aircraft body coordinate system O b x b y b z b : the barycenter of the tethered aircraft is the origin of coordinates O b The coordinate system is fixedly connected with the tethered aircraft, and x is b The axis pointing towards the rear, z, parallel to the design axis of the tethered aerial vehicle b The axis is in the symmetry plane of the tethered aircraft and is equal to x b The axis is vertical and pointing above the tethered aerial vehicle, y b The axis is directed to the right of the tethered aerial vehicle.
The tethered aircraft dynamics equation is:
Figure BDA0003412648620000071
wherein l is the distance from the connection point of the tether and the primary aerial vehicle to the center of mass of the tethered aerial vehicle; beta r Is x r Axis and x g z g An included angle of the planes; alpha r Is x r The axis is x g z g Projection of plane and x g An included angle of the shaft;
Figure BDA0003412648620000072
respectively is l, alpha r 、β r 、/>
Figure BDA0003412648620000073
Rate of change over time; m is the mass of the tethered aerial vehicle; g is gravity acceleration; f (F) d Aerodynamic force at O for tethered aircraft b x b y b z b Is a projection of (2); t (T) 1 Tension of tether to tethered aerial vehicle at O 1 x 1 y 1 z 1 Is a projection of (2); s is S b_g Is O b x b y b z b To O g x g y g z g Is a transformation matrix of (a); s is S g_r Is O g x g y g z g To O r x r y r z r Is a transformation matrix of (a); s is S 1_g Is O 1 x 1 y 1 z 1 To O g x g y g z g Is used for the transformation matrix of the (a).
The tether tension is:
Figure BDA0003412648620000074
wherein E is the Young's modulus of the tether; a is the cross-sectional area of the tether; η is the natural length of the tether.
Because of the tether-to-tether aircraft tension T 1 Is not measurable, and the tether tension T to the primary aerial vehicle n Is provided by a reel device. Wherein T is 1 And T n Is the tension on a tether, and is only different in value due to the characteristics of the tether, so T can be obtained by constructing the following formula 1 And T n The relation between:
T 1 =T n +Δ (3)
wherein delta is T due to tether property 1 And T n Is the difference between (1); t (T) 1 =[T 1 0 0] T ;T n =[T n 0 0] T ;Δ=[Δ 0 0] T
The attitude kinematic equation is:
Figure BDA0003412648620000075
wherein, psi, theta and gamma are attitude angles of the tethered aircraft, which are respectively called yaw angle, pitch angle and roll angle;
Figure BDA0003412648620000077
Figure BDA0003412648620000078
the change rates of psi, theta and gamma with respect to time are respectively shown; omega x 、ω y 、ω z Respectively tethered aircraft relative O g x g y g z g At a rotational angular velocity of (2)O b x b y b z b The lower component.
The attitude kinetic equation is:
Figure BDA0003412648620000081
wherein I is x 、I y 、I z Respectively tethered aircraft wind x b 、y b 、z b The moment of inertia of the shaft;
Figure BDA0003412648620000082
omega respectively x 、ω y 、ω z Rate of change with respect to time; m is M t,x 、M t,y 、M t,z 、M d,x 、M d,y 、M d,z The aerodynamic moment and the tension moment respectively borne by the tethered aircraft are x b 、y b 、z b Projection of the axis.
Aerodynamic forces and aerodynamic moments of the tethered aircraft are u, alpha, beta, psi,
Figure BDA0003412648620000083
Function of v:
F d =F(α,β,v) (6)
Figure BDA0003412648620000084
wherein F is d 、M d Is O b x b y b z b Aerodynamic and aerodynamic moments experienced by the tethered aircraft; alpha and beta are attack angle and sideslip angle of the tethered aircraft respectively; u is the control quantity of the actuator; v is the velocity of the tethered aerial vehicle relative to air.
From hypothesis 1, it can be considered that γ≡0, ω x ≈0。
To facilitate controller design, the collation dynamics equations (1), (4) and (5) are:
Figure BDA0003412648620000085
in the method, in the process of the invention,
Figure BDA0003412648620000086
Figure BDA0003412648620000087
Figure BDA0003412648620000091
Figure BDA0003412648620000092
Figure BDA0003412648620000093
n 2 、n 4,y 、n 4,z is the influence of atmospheric turbulence on tethered aircrafts; />
Figure BDA0003412648620000094
Respectively T n First and second derivatives of (a).
Step 2: observer design
To obtain R 2 ,R 4 Is estimated using the extended state observer theory:
Figure BDA0003412648620000095
in the method, in the process of the invention,
Figure BDA0003412648620000096
is x i Is used for estimating the vector of the vector; />
Figure BDA0003412648620000097
Is R i Is used for estimating the vector of the vector; q (Q) 2 =g 2 +f 2 ,Q 4 =g 4 u+f 4 ;κ 1,i2,i Gain for observer; fal (·) is a nonlinear function.
Step 3: controller design
Unlike the standard back-extrapolation method, the following coordinate transformations are employed herein:
Figure BDA0003412648620000098
wherein x is d To be the desired track, a 1 、a 2 、a 3 Virtual control laws for the 1 st, 2 nd and 3 rd subsystems, respectively.
The first step:
Figure BDA0003412648620000101
in the method, in the process of the invention,
Figure BDA0003412648620000102
is the derivative of (-).
Selecting a virtual control law as follows:
Figure BDA0003412648620000103
in the method, in the process of the invention,
Figure BDA0003412648620000104
is a normal number diagonal matrix.
According to (11) and (12), there are:
Figure BDA0003412648620000105
in the ( T Is the transpose of (-).
And a second step of:
Figure BDA0003412648620000106
selecting a virtual control law as follows:
Figure BDA0003412648620000107
in the method, in the process of the invention,
Figure BDA0003412648620000108
is a normal number diagonal matrix.
According to (14) and (15), there are:
Figure BDA0003412648620000109
and a third step of:
Figure BDA0003412648620000111
in the method, in the process of the invention,
Figure BDA0003412648620000112
is the partial derivative of (-) versus (-).
Selecting a virtual control law as follows:
Figure BDA0003412648620000113
in the method, in the process of the invention,
Figure BDA0003412648620000114
for a normal number diagonal matrix, (. Cndot.) -1 Is the inverse of (-).
According to (17) and (18), there are:
Figure BDA0003412648620000115
fourth step:
Figure BDA0003412648620000116
the actual control law is selected as follows:
Figure BDA0003412648620000117
in the method, in the process of the invention,
Figure BDA0003412648620000118
is a normal number diagonal matrix.
Stability analysis
According to (20) and (21), there are:
Figure BDA0003412648620000119
the following Lyapunov function is selected:
Figure BDA0003412648620000121
deriving (23) and combining (13), (16), (19) and (22) to obtain:
Figure BDA0003412648620000122
wherein ρ=min {2λ min (c 1 ),2λ min (c 2 -0.5I),2λ min (c 3 -0.5I),2λ min (c 4 -0.5I)};λ min (. Cndot.) represents the minimum eigenvalue of the matrix ();
Figure BDA0003412648620000123
integrating the two edges [0, t ] of (24) to obtain:
Figure BDA0003412648620000124
as can be seen from (25), the system gradually converges as the control input is (21).

Claims (1)

1. A method of tracking control of a tethered aircraft system, characterized by: the tethered aircraft of the tethered aircraft system does not roll, the main aircraft flies at a constant speed in a straight line, and the main aircraft is only influenced by atmospheric turbulence in the flying process, and the tracking control steps are as follows:
step 1, establishing a dynamics model:
the tethered aircraft dynamics equation is:
Figure FDA0003412648610000011
wherein l is the distance from the connection point of the tether and the primary aerial vehicle to the center of mass of the tethered aerial vehicle; beta r Is x r Axis and x g z g An included angle of the planes; alpha r Is x r The axis is x g z g Projection of plane and x g An included angle of the shaft;
Figure FDA0003412648610000012
respectively is l, alpha r 、β r
Figure FDA0003412648610000013
Rate of change over time; m is the mass of the tethered aerial vehicle; g is gravity acceleration; f (F) d Aerodynamic force at O for tethered aircraft b x b y b z b Is a projection of (2); t (T) 1 Tension of tether to tethered aerial vehicle at O 1 x 1 y 1 z 1 Is a projection of (2); s is S b_g Is O b x b y b z b To O g x g y g z g Is a transformation matrix of (a); s is S g_r Is O g x g y g z g To O r x r y r z r Is a transformation matrix of (a); s is S 1_g Is O 1 x 1 y 1 z 1 To O g x g y g z g Is a transformation matrix of (a);
the tether tension is:
Figure FDA0003412648610000014
wherein E is the Young's modulus of the tether; a is the cross-sectional area of the tether; η is the natural length of the tether;
the attitude kinematic equation is:
Figure FDA0003412648610000015
wherein, psi, theta and gamma are attitude angles of the tethered aircraft, which are respectively called yaw angle, pitch angle and roll angle;
Figure FDA0003412648610000016
Figure FDA0003412648610000017
the change rates of psi, theta and gamma with respect to time are respectively shown; omega x 、ω y 、ω z Respectively tethered aircraft relative O g x g y g z g At a rotational angular velocity of O b x b y b z b The lower component;
the attitude kinetic equation is:
Figure FDA0003412648610000021
wherein I is x 、I y 、I z Respectively tethered aircraft wind x b 、y b 、z b The moment of inertia of the shaft;
Figure FDA0003412648610000022
omega respectively x 、ω y 、ω z Rate of change with respect to time; m is M t,x 、M t,y 、M t,z 、M d,x 、M d,y 、M d,z The aerodynamic moment and the tension moment respectively borne by the tethered aircraft are x b 、y b 、z b Projection of the axis;
after finishing, the steps are as follows:
Figure FDA0003412648610000023
in the method, in the process of the invention,
Figure FDA0003412648610000024
Figure FDA0003412648610000025
Figure FDA0003412648610000026
Figure FDA0003412648610000031
Figure FDA0003412648610000032
n 2 、n 4,y 、n 4,z is the influence of atmospheric turbulence on tethered aircrafts;
Figure FDA0003412648610000033
respectively T n First and second derivatives of (a);
step 2, observer design:
Figure FDA0003412648610000034
in the method, in the process of the invention,
Figure FDA0003412648610000035
is x i Is used for estimating the vector of the vector; />
Figure FDA0003412648610000036
Is R i Is used for estimating the vector of the vector; q (Q) 2 =g 2 +f 2 ,Q 4 =g 4 u+f 4 ;κ 1,i2,i Gain for observer; fal (·) is a nonlinear function;
step 3, designing a controller:
Figure FDA0003412648610000037
in the method, in the process of the invention,
Figure FDA0003412648610000038
is a normal number diagonal matrix;
and (3) realizing tracking control of the tethered aircraft system by using the controller designed in the step (3).
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Citations (2)

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Publication number Priority date Publication date Assignee Title
CN109062042A (en) * 2018-08-01 2018-12-21 吉林大学 A kind of finite time Track In Track control method of rotor craft
WO2019085834A1 (en) * 2017-11-01 2019-05-09 华南理工大学 Method for controlling steady flight of unmanned aircraft

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Publication number Priority date Publication date Assignee Title
WO2019085834A1 (en) * 2017-11-01 2019-05-09 华南理工大学 Method for controlling steady flight of unmanned aircraft
CN109062042A (en) * 2018-08-01 2018-12-21 吉林大学 A kind of finite time Track In Track control method of rotor craft

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* Cited by examiner, † Cited by third party
Title
空间飞行器动力学与控制研究综述;刘付成;朱东方;黄静;;上海航天(第02期);全文 *

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