CN106584455B - A kind of delay control method of remote operating mechanical arm system - Google Patents
A kind of delay control method of remote operating mechanical arm system Download PDFInfo
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- CN106584455B CN106584455B CN201610887383.8A CN201610887383A CN106584455B CN 106584455 B CN106584455 B CN 106584455B CN 201610887383 A CN201610887383 A CN 201610887383A CN 106584455 B CN106584455 B CN 106584455B
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- 238000000034 method Methods 0.000 title claims abstract description 18
- 239000011159 matrix material Substances 0.000 claims description 16
- 230000005484 gravity Effects 0.000 claims description 3
- 238000005312 nonlinear dynamic Methods 0.000 claims description 3
- 230000006854 communication Effects 0.000 abstract description 2
- 230000006641 stabilisation Effects 0.000 abstract 1
- 238000011105 stabilization Methods 0.000 abstract 1
- 230000032683 aging Effects 0.000 description 2
- 238000005094 computer simulation Methods 0.000 description 2
- 230000007613 environmental effect Effects 0.000 description 2
- 238000004088 simulation Methods 0.000 description 2
- 241000252229 Carassius auratus Species 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000002146 bilateral effect Effects 0.000 description 1
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- 238000010586 diagram Methods 0.000 description 1
- 230000001360 synchronised effect Effects 0.000 description 1
Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Programme-controlled manipulators
- B25J9/16—Programme controls
- B25J9/1628—Programme controls characterised by the control loop
- B25J9/1648—Programme controls characterised by the control loop non-linear control combined or not with linear control
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- Control Of Position Or Direction (AREA)
Abstract
A kind of delay control method of remote operating mechanical arm system influences caused by delay compensation by establishing the inearized model of remote operating mechanical arm system, and then design point observer and state feedback control law, realizes effective control;For there is random delay in principal and subordinate's mechanical arm communication process of remote operating mechanical arm system, a kind of delay control method is proposed, to realize the stabilization of system and the synchronously control of principal and subordinate's machinery.By the inearized model for establishing remote operating mechanical arm system;According to the modelling state observer acquired;Design point Feedback Control Laws compensate for influence caused by time delay, realize effective control.
Description
Technical Field
The invention relates to the field of mechanical arm control, in particular to a time delay control method for a teleoperation mechanical arm system.
Background
The teleoperated mechanical arm can work in an environment which is difficult to reach by human or has danger, and complex work is completed according to a set program and a target. The teleoperation mechanical arm system is widely applied to various fields of space and deep sea exploration, military, industry, medical treatment and the like at present, and has wide application prospect.
The random time delay of the robotic arm system during teleoperation is a non-negligible problem. The delay may cause the system to operate out of synchronization, reduce the teleoperation performance, and even cause the system to be unstable. The existing methods of remote planning, bilateral control and the like have the problems of high requirement on prior knowledge of a system, poor perturbation on system parameters, poor noise robustness and the like. In addition, problems such as system modeling errors, environmental interference, device aging, etc. may also have a further impact on the control of teleoperated robotic arm systems. Therefore, in view of the above problems, it is a considerable problem to find a more effective time delay control method for teleoperation arm system
Disclosure of Invention
The technical problem to be solved by the invention is to provide a time delay control method of a teleoperation mechanical arm system, which can avoid the problems of system modeling error, environmental interference, device aging and the like and effectively realize time delay control aiming at the defects of the prior art.
The technical problem to be solved by the invention is realized by the following technical scheme, and the time delay control method of the teleoperation mechanical arm system is characterized in that: the method comprises the following steps: (1) establishing a linearization model of the teleoperation mechanical arm system, wherein the nonlinear dynamic model of the joint space is as follows:
wherein q ∈ RnFor the joint angle position, τ e RnFor the input torque vector, M (q) e Rn×nIs a matrix of the inertia, and the inertia matrix,for the centrifugal and Goldfish force matrices, C (q) e RnIn the term of the gravity force,external friction force;
(2) defining linear combination variablesqr=-Λq,Wherein Λ is a positiveGiven a diagonal matrix, one can obtain:
(3) subscripts m and s are used for distinguishing relevant parameters of the master mechanical arm and the slave mechanical arm, and the parameters can be obtained from an ② formula:
(4) respectively adopting the following nonlinear feedback control laws for the master mechanical arm and the slave mechanical arm of the teleoperation mechanical arm system in the step (3):
the following can be obtained:
whereinI.e. the control quantity to be applied, there is a time-varying delay d in the teleoperation processtThe position tracking error of the master and slave robotic arms may be defined as:
em(t)=qm(t-dt)-qs(t),
(5) designing a state observer to define state variablesAvailable expansion systems:
wherein,Cm=[I 0], the state observer was designed for ⑦ as follows:
state quantity x in formula ⑧oIs an estimation of the state quantity x, the observer gain matrix L can be obtained by applying the closed-loop eigenequation | sI- (A-LC)m) And | carrying out pole allocation selection.
(6) Control law U in design ⑤, of the form:
U=Kxo ⑨
wherein,matrix K1And K2Can be generated by applying the closed-loop characteristic equation | sI + Λ2|sI-K1||sI-K2And | carrying out pole allocation solving.
Compared with the prior art, the invention has the beneficial effects that: by establishing a linear model of the teleoperation mechanical arm system, a state observer and a state feedback control law are designed, the influence caused by time delay is compensated, and effective control is realized; aiming at the problem of random time delay in the communication process of a master mechanical arm and a slave mechanical arm of a teleoperation mechanical arm system, a time delay control method is provided, so that the stability of the system and the synchronous control of the master mechanical arm and the slave mechanical arm are realized. Establishing a linearization model of the teleoperation mechanical arm system; designing a state observer according to the obtained model; and a state feedback control law is designed, so that the influence caused by time delay is compensated, and effective control is realized.
Drawings
Fig. 1 is a diagram illustrating simulation results according to an embodiment of the present invention.
Detailed Description
A time delay control method of a teleoperation mechanical arm system comprises the following steps: (1) establishing a linearization model of the teleoperation mechanical arm system, wherein the nonlinear dynamic model of the joint space is as follows:
wherein q ∈ RnFor the joint angle position, τ e RnFor the input torque vector, M (q) e Rn×nIs a matrix of the inertia, and the inertia matrix,is centrifugal force and GeMatrix of force, C (q) e RnIn the term of the gravity force,external friction force;
(2) defining linear combination variablesqr=-Λq,Where Λ is a positive definite diagonal matrix, we can obtain:
(3) subscripts m and s are used for distinguishing relevant parameters of the master mechanical arm and the slave mechanical arm, and the parameters can be obtained from an ② formula:
(4) respectively adopting the following nonlinear feedback control laws for the master mechanical arm and the slave mechanical arm of the teleoperation mechanical arm system in the step (3):
the following can be obtained:
whereinI.e. the control quantity to be applied, there is a time-varying delay d in the teleoperation processtThe position tracking error of the master and slave robotic arms may be defined as:
em(t)=qm(t-dt)-qs(t),
(5) designing a state observer to define state variablesAvailable expansion systems:
wherein,Cm=[I 0], the state observer was designed for ⑦ as follows:
state quantity x in formula ⑧oIs an estimation of the state quantity x, the observer gain matrix L can be obtained by applying the closed-loop eigenequation | sI- (A-LC)m) And | carrying out pole allocation selection.
(6) Control law U in design ⑤, of the form:
U=Kxo ⑨
wherein,matrix K1And K2Can be generated by applying the closed-loop characteristic equation | sI + Λ2|sI-K1||sI-K2And | carrying out pole allocation solving.
The present invention is exemplified by a teleoperation system composed of a pair of two-degree-of-freedom robot arms. Selecting an initial position q of a main mechanical armm=[0.1 0.2]TFrom the initial position q of the arms=[0.4 0.6]TDetermining e according to the method described in step 1)m=[-0.3-0.4]T,es=[0.3 0.4]T,rm=[0.4 0.8]T,rm=[1.6 2.4]T(ii) a Selecting a time-varying delay dt=0.2sin2(t),ObtainingThe simulation result is shown in FIG. 1, in which the position tracking error e of the master and slave mechanical armsmAnd esThe time delay control method quickly approaches zero, and the time delay control of the teleoperation mechanical arm system can be effectively realized.
Claims (1)
1. A time delay control method of a teleoperation mechanical arm system is characterized by comprising the following steps:
(1) establishing a linearization model of the teleoperation mechanical arm system, wherein the nonlinear dynamic model of the joint space is as follows:
wherein q ∈ RnFor the joint angle position, τ e RnAs input torque vector,M(q)∈Rn×nIs a matrix of the inertia, and the inertia matrix,as a matrix of centrifugal and Coriolis forces, Gq(q)∈RnIn the term of the gravity force,external friction force;
(2) defining linear combination variablesqr=-Λq,Where Λ is a positive definite diagonal matrix, we can obtain:
(3) subscripts m and s are used for distinguishing relevant parameters of the master mechanical arm and the slave mechanical arm, and the parameters can be obtained from an ② formula:
(4) respectively adopting the following nonlinear feedback control laws for the master mechanical arm and the slave mechanical arm of the teleoperation mechanical arm system in the step (3):
the following can be obtained:
whereinI.e. the control quantity to be applied, there is a time-varying delay d in the teleoperation processtThe position tracking error of the master and slave robotic arms may be defined as:
em(t)=qm(t-dt)-qs(t),
es(t)=qs(t-dt)-qm(t). ⑥
(5) designing a state observer to define state variablesAvailable expansion systems:
wherein,Cm=[I 0], the state observer was designed for ⑦ as follows:
shape in formula ⑧Quantity of state xoIs an estimation of the state quantity x, the observer gain matrix L can be obtained by applying the closed-loop eigenequation | sI- (A-LC)m) And | carrying out pole allocation selection.
(6) Control law U in design ⑤, of the form:
U=Kxo ⑨
wherein,matrix K1And K2Can be generated by applying the closed-loop characteristic equation | sI + Λ2|sI-K1||sI-K2And | carrying out pole allocation solving.
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CN108549226A (en) * | 2018-04-13 | 2018-09-18 | 燕山大学 | A kind of continuous finite-time control method of remote control system under time-vary delay system |
CN109397284A (en) * | 2018-06-04 | 2019-03-01 | 南京理工大学 | A kind of synchronisation control means of principal and subordinate's mechanical arm system containing unknown parameter |
CN108646569B (en) * | 2018-07-09 | 2020-05-12 | 燕山大学 | Control method of teleoperation system in discrete time state |
CN109015634B (en) * | 2018-07-24 | 2021-07-06 | 西北工业大学 | Multi-arm teleoperation robot manpower/position hybrid control method based on performance function |
CN109048917B (en) * | 2018-09-12 | 2021-06-29 | 南方电网电力科技股份有限公司 | Robot automatic control method, device, equipment and computer readable storage medium |
CN111482966B (en) * | 2020-05-14 | 2022-08-09 | 重庆邮电大学 | Force and position control method of robot force sense remote control system |
CN112454349B (en) * | 2020-06-22 | 2022-07-29 | 北京控制工程研究所 | Mechanical arm control transformation method considering variable stiffness joint delay characteristics |
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KR20030073887A (en) * | 2002-03-13 | 2003-09-19 | 주식회사 엘지이아이 | Head tracking control method of robot |
CN102825603A (en) * | 2012-09-10 | 2012-12-19 | 江苏科技大学 | Network teleoperation robot system and time delay overcoming method |
CN102848391A (en) * | 2012-09-20 | 2013-01-02 | 北京邮电大学 | Four-channel bilateral teleoperation control system based on actual force feedback |
CN104015190A (en) * | 2014-05-13 | 2014-09-03 | 中国科学院力学研究所 | Robot remote control method and system under indeterminate bidirectional time delay condition |
CN105319972A (en) * | 2015-11-27 | 2016-02-10 | 燕山大学 | Remote operating robot fixed time control method based on rapid terminal sliding mode |
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KR20030073887A (en) * | 2002-03-13 | 2003-09-19 | 주식회사 엘지이아이 | Head tracking control method of robot |
CN102825603A (en) * | 2012-09-10 | 2012-12-19 | 江苏科技大学 | Network teleoperation robot system and time delay overcoming method |
CN102848391A (en) * | 2012-09-20 | 2013-01-02 | 北京邮电大学 | Four-channel bilateral teleoperation control system based on actual force feedback |
CN104015190A (en) * | 2014-05-13 | 2014-09-03 | 中国科学院力学研究所 | Robot remote control method and system under indeterminate bidirectional time delay condition |
CN105319972A (en) * | 2015-11-27 | 2016-02-10 | 燕山大学 | Remote operating robot fixed time control method based on rapid terminal sliding mode |
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