CN110744547A - Continuous body mechanical arm inverse kinematics modeling method based on segmented constant curvature - Google Patents

Continuous body mechanical arm inverse kinematics modeling method based on segmented constant curvature Download PDF

Info

Publication number
CN110744547A
CN110744547A CN201911089006.XA CN201911089006A CN110744547A CN 110744547 A CN110744547 A CN 110744547A CN 201911089006 A CN201911089006 A CN 201911089006A CN 110744547 A CN110744547 A CN 110744547A
Authority
CN
China
Prior art keywords
mechanical arm
inverse kinematics
constant curvature
tail end
pose
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.)
Granted
Application number
CN201911089006.XA
Other languages
Chinese (zh)
Other versions
CN110744547B (en
Inventor
杜付鑫
卢佳佳
张涛
王得晨
岳明君
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.)
Shandong University
Original Assignee
Shandong University
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 Shandong University filed Critical Shandong University
Priority to CN201911089006.XA priority Critical patent/CN110744547B/en
Publication of CN110744547A publication Critical patent/CN110744547A/en
Application granted granted Critical
Publication of CN110744547B publication Critical patent/CN110744547B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B25HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
    • B25JMANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
    • B25J9/00Programme-controlled manipulators
    • B25J9/16Programme controls
    • B25J9/1602Programme controls characterised by the control system, structure, architecture
    • B25J9/1605Simulation of manipulator lay-out, design, modelling of manipulator

Landscapes

  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Robotics (AREA)
  • Mechanical Engineering (AREA)
  • Manipulator (AREA)

Abstract

The invention discloses a continuous body mechanical arm inverse kinematics modeling method based on a sectional constant curvature, which solves the problems that the traditional inverse kinematics model aiming at a sectional constant curvature line-driven continuous body mechanical arm can not obtain an analytic solution and the tail end gesture of the mechanical arm is not considered, and has the technical scheme that: the method comprises the following steps: establishing a geometric model of a mechanical arm joint based on a segmental constant curvature hypothesis to obtain a mapping relation between the bending direction and the bending angle of the mechanical arm and the length of a driving wire; extracting a mechanical arm bone trunk curve model, and establishing a mapping relation from the tail end position of the mechanical arm to the bending direction and the bending angle of the mechanical arm; and obtaining constraint conditions of the pose of the tail end of the mechanical arm based on the quaternion, establishing an inverse kinematics model containing the position and the posture of the tail end of the mechanical arm, and obtaining an analytic solution.

Description

Continuous body mechanical arm inverse kinematics modeling method based on segmented constant curvature
Technical Field
The invention relates to the technical field of mechanical arm control, in particular to a continuous body mechanical arm inverse kinematics modeling method based on a segmented constant curvature.
Background
The multi-redundancy characteristic of the flexible mechanical arm enables the flexible mechanical arm to have better flexibility than the traditional discrete mechanical arm, so that the flexible mechanical arm is widely applied to the related fields of industry, medical treatment and the like, and the flexible mechanical arm can be generally divided into two types: soft bodies and continuous bodies. The soft mechanical arm mostly utilizes a bionic technology to imitate living things in nature from behavior or function, such as octopus tentacles, elephants noses, inchworms and the like, is generally made of elastic materials such as silica gel, rubber and the like, and has infinite freedom degree theoretically. Continuum robots typically have several identical or similar units in tandem or have slots cut into the sidewall of a tubular material, which have a limited number of degrees of freedom compared to soft robots, but are better in load bearing and handling than soft robots. The multi-redundancy characteristic of the continuum mechanical arm enables the continuum mechanical arm to obtain excellent flexibility compared with the traditional discrete mechanical arm, but simultaneously, the forward and inverse kinematics solution of the continuum mechanical arm is difficult, and further development of the continuum mechanical arm in related fields is restricted.
The kinematics model aims to establish a mutual mapping relation between the length of the driving wire and the terminal pose of the continuum mechanical arm. As shown in fig. 1, a driving space, a form space and a working space are established, the driving space includes a driving wire length L, the form space includes a manipulator bending angle Θ and a bending direction Φ, and the working space includes a manipulator tip position and a manipulator attitude Q. The inverse kinematics mapping establishment process is equally divided into two steps, and the mapping establishment sequence is morphological space-driving space and working space-morphological space.
The inventor finds that many scholars adopt different methods to deeply research the kinematics problem of the continuum mechanical arm, for example, a modal method abstracts the macroscopic geometric characteristics of the mechanical arm into a backbone curve with constant curvature change according to the tail end position of the mechanical arm, and solves the inverse kinematics by establishing a shape function; if a forward-inverse kinematics model between the driving force and the tail end position of the mechanical arm is established on the basis of a cantilever beam theory aiming at the notch type continuum mechanical arm; if an ellipse integral is used for providing an instantaneous positive kinematics analysis formula of the multi-backbone continuum mechanical arm, a mapping relation from a morphological space to a working space is established; such as a method for solving the inverse kinematics of a continuum manipulator based on a jacobian matrix, and the like, these conventional methods mainly have the following problems: firstly, only the positive kinematics problem is solved, and the inverse kinematics problem is not considered; secondly, although the forward and inverse kinematics problem is solved, an inverse kinematics analytic solution is not deduced; thirdly, the kinematic model has low calculation efficiency and does not meet the real-time control requirement of the mechanical arm; and fourthly, the tail end posture problem of the mechanical arm is not considered.
Disclosure of Invention
In order to overcome the defects of the prior art, the invention provides a continuous body mechanical arm inverse kinematics modeling method based on a sectional constant curvature, which is characterized in that a mechanical arm inverse kinematics solving geometric model is established by extracting a mechanical arm skeleton curve based on a sectional constant curvature hypothesis; by introducing quaternion, constraint conditions of the terminal pose of the continuum mechanical arm are given; an inverse kinematics model including the terminal position and attitude is established, and an analytical solution is derived.
The invention adopts the following technical scheme:
a continuous body mechanical arm inverse kinematics modeling method based on a segmented constant curvature comprises the following steps:
establishing a geometric model of a mechanical arm joint based on a segmental constant curvature hypothesis to obtain a mapping relation between a bending direction and a bending angle of a mechanical arm and the length of a driving wire;
extracting a backbone curve model of the mechanical arm, and establishing a mapping relation from the tail end position of the mechanical arm to the bending direction and the bending angle of the mechanical arm;
and (3) obtaining a constraint condition of the pose of the tail end of the mechanical arm based on the quaternion, establishing an inverse kinematics model containing the position and the pose of the tail end of the mechanical arm, and obtaining an analytic solution.
Further, the continuum mechanical arm controls the bending motion of the continuum mechanical arm through two groups of driving wires, and the lengths of the two groups of driving wires are expressed as follows:
Figure BDA0002266300550000031
Figure BDA0002266300550000033
Figure BDA0002266300550000034
wherein the content of the first and second substances,
Figure BDA0002266300550000035
Φ∈[0,2π)
d represents the diameter of the circumference of the driving wire, N represents the number of the joints of the mechanical arm, and P1、P3And P2、P4The positions of two groups of driving wires are respectively expressed, theta represents the bending angle of the mechanical arm, h represents the length of the driving wire between the two units when the joint does not deflect, and C is a constant.
Further, C ═ NH0+HB+HEWherein H isBIndicating the height of the robot arm base, HEIndicating the height of the end unit of the robot arm, H0Indicating the cell height.
Further, in the above-mentioned case,
Figure BDA0002266300550000036
wherein HbAnd dbThe chamfer size of the cell is indicated, H represents the drive wire length within the cell, and D represents the maximum diameter of the cell.
Further, the arm end pose Q ═ (x, y, z, α, γ)TWherein x, y, z represent the three-dimensional coordinates of the cartesian coordinate system of the tip position, and α, β, γ represent the euler angles of the tip pose.
Further, in the above-mentioned case,
Figure BDA0002266300550000037
wherein, C0=HE-HB-H。
Further, a constraint condition is obtained according to the quaternion property:
Figure BDA0002266300550000041
Figure BDA0002266300550000042
Figure BDA0002266300550000043
wherein α, β, γ represent the robot arm tip attitude.
Further, the length of the driving wire can be obtained by giving the end pose Q satisfying the constraint condition.
Compared with the prior art, the invention has the beneficial effects that:
(1) the method solves the problems that the traditional inverse kinematics model aiming at the segmented constant-curvature linear drive continuum mechanical arm cannot obtain an analytic solution and the tail end posture of the mechanical arm is not considered, provides a new modeling thought for the continuum mechanical arm, and can realize low-delay control on the position or posture of the continuum mechanical arm by using the method;
(2) the method is based on the assumption of sectional constant curvature, and a mechanical arm inverse kinematics solving geometric model is established by extracting a mechanical arm skeleton curve; by introducing quaternion, constraint conditions of the terminal pose of the continuum mechanical arm are given; an inverse kinematics model including the terminal position and attitude is established, and an analytical solution is derived.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this application, illustrate embodiments of the application and, together with the description, serve to explain the application and are not intended to limit the application.
FIG. 1 is a schematic diagram of forward and inverse kinematics mapping;
FIG. 2 is a schematic diagram of a continuum robot structure according to a first embodiment of the invention;
FIG. 3 is a side view of a continuum robot arm in accordance with a first embodiment of the invention;
FIG. 4 is a schematic illustration of the articulation of a continuum robot arm, in accordance with an embodiment of the present invention;
FIG. 5 is a schematic view of a joint of a continuum robot arm in the absence of deflection according to a first embodiment of the present invention;
FIG. 6 is a schematic view of a joint of the continuum robot arm at an angle θ according to the first embodiment of the present invention;
FIG. 7 is a schematic cross-sectional view of a continuum robot according to a first embodiment of the invention;
FIGS. 8-9 are schematic diagrams of backbone curve models of a continuum robot arm according to an embodiment of the invention;
fig. 10 is a schematic view of a backbone curve model of a mechanical arm after quaternion introduction according to a first embodiment of the invention;
the surgical instrument comprises a base 1, a base 2, a joint 3, a middle unit 4, a rubber tube 5, a driving wire 6, a surgical instrument 7 and a tail end unit.
Detailed Description
It should be noted that the following detailed description is exemplary and is intended to provide further explanation of the disclosure. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs.
It is noted that the terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of example embodiments according to the present application. As used herein, the singular forms "a", "an", and/or "the" are intended to include the plural forms as well, and it should be understood that when the terms "comprises" and/or "comprising" are used in this specification, they specify the presence of stated features, steps, operations, devices, components, and/or combinations thereof;
as introduced in the background art, the prior art has the defects that the traditional inverse kinematics model aiming at the segmented constant-curvature linear drive continuum mechanical arm cannot obtain an analytic solution and does not consider the tail end posture of the mechanical arm, and the invention provides the segmented constant-curvature based inverse kinematics modeling method for the continuum mechanical arm to solve the technical problems.
The first embodiment is as follows:
the present invention will be described in detail with reference to fig. 2 to 10, and specifically, the structure is as follows:
the continuum robot arm structure is shown in FIG. 2, with three degrees of freedom. The continuous mechanical arm main body is connected with a surgical instrument 6 and comprises a plurality of middle units 3, joints 2, a base 1, a tail end unit 7 and a rubber tube 4, the rubber tube 4 is used as a framework to sequentially connect all the units in series, each two units form one joint through spherical surface contact, deflection of the joints is controlled by retraction and extension changes of a driving wire 5, and deflection superposition causes overall bending motion of the mechanical arm. The four driving wires 5 are uniformly distributed on the same circumference, the two driving wires 5 which are centrosymmetric can control the mechanical arm to do forward and reverse bending motion in a plane by winding and unwinding, and the four driving wires 5 can realize the bending motion of the mechanical arm in any direction in an XY plane by winding and unwinding simultaneously.
In the continuous body mechanical arm inverse kinematics modeling method based on the segmented constant curvature, firstly, a geometric model of a mechanical arm joint is established, and a mapping relation between a mechanical arm bending direction and a bending angle to a driving wire length is obtained; then, establishing a mapping relation from the tail end position of the mechanical arm to the bending direction and the bending angle of the mechanical arm by extracting a mechanical arm bone trunk curve model; by introducing quaternion, providing a constraint condition of the terminal pose of the continuum mechanical arm; and finally, establishing an inverse kinematics model containing the terminal position and the terminal attitude, and deducing an analytic solution.
In particular, the method comprises the following steps of,
first, morphology space-drive space:
the continuous body mechanical arm joint is formed by two adjacent units through spherical surface contact, as shown in figure 5, a parameter D represents the maximum diameter of the unit, D represents the diameter of the circumference where the driving wire is located, H represents the length of the driving wire in the unit, and H represents the length of the driving wire in the unit0Indicates the cell height, HbAnd dbThe chamfer size of the unit is shown, h represents the length of the drive wire between the two units when the joint is not deflected, h0The distance between the driving wires of the two units when the joint deflects is shown, and the following principle is known:
Figure BDA0002266300550000061
Figure BDA0002266300550000062
as shown in fig. 6, when the joint is deflected by an angle θ in the plane of the drive wire, it can be deduced from the geometrical relationship:
Figure BDA0002266300550000071
Figure BDA0002266300550000072
wherein h islAnd hrThe length of the two driving wires which are centrosymmetric between the two units.
Assuming that the continuum mechanical arm has N joints, according to the principle of piecewise constant curvature, the deflection angle of each joint is equal and is θ, then:
Ll=Nhl+C
Lr=Nhr+C (4)
wherein C is NH0+HB+HEWhich is always constant, LlAnd LrIs the length of a group of driving wires in the mechanical arm HBIndicating the height of the robot arm base, HEIndicating the robot arm end unit height.
Order to
Figure BDA0002266300550000073
The following can be derived from equations (3) and (4):
Figure BDA0002266300550000074
the deflection of the joint results in a bending motion of the mechanical arm, with the arm bending angle Θ being expressed as:
Θ=Nθ (6)
there is a maximum value for the arm bending angle, which is determined by the unit own parameters of the joint:
the continuum manipulator controls its bending motion by two sets of drive wires, P as shown in FIG. 71、P3And P2、P4Respectively representing the positions of two groups of driving wires, assuming that the mechanical arm bends along the direction with the included angle phi with the X axis, the phi belongs to [0,2 pi ], the deflection angle of each joint is theta, and P is1 E、P2 E、P3 E、P4 EAre respectively P1、P2、P3、P4At the equivalent point on the imaginary axis X', the lengths of the two sets of drive wires in the robot arm are expressed as:
Figure BDA0002266300550000081
Figure BDA0002266300550000082
Figure BDA0002266300550000084
wherein
Figure BDA0002266300550000085
When Φ is 0, in particular, the robot arm is bent in the positive direction along the X axis,
Figure BDA0002266300550000086
at this time
Figure BDA0002266300550000087
The size is the same and varies with the variation of theta.
Two, working space-form space
Mechanical arm endEnd pose can be defined as Q ═ (x, y, z, α, γ)TWhere X, Y, Z are the three-dimensional coordinates of a cartesian coordinate system characterizing the tip position, and α, β, γ are the RPY (rotation order X-Y-Z) euler angles characterizing the tip pose.
As shown in fig. 8 and 9, when
Figure BDA0002266300550000088
According to the triangle geometrical relationship, the following can be obtained:
Figure BDA0002266300550000089
Figure BDA00022663005500000811
Figure BDA0002266300550000091
substituting equation (12) into equation (13) and eliminating the redundant solution yields
Figure BDA0002266300550000092
Wherein, C0=HE-HB-H。
When in useEquations (10), (11) and (14) can still be obtained based on the above method, and will not be described herein.
The continuum manipulator has three degrees of freedom, and therefore there must be a constraint that limits the end pose q. as shown in fig. 10, the transformation process from the coordinate system { B } to { E } can be understood as first performing a rotational transformation R (Θ, R) around the unit vector R (-sin Φ, cos Φ,0) and then performing a translational transformation along lB+vjB+wkBIs uniquely represented and has
Wherein iB、jB、kBThree basis vectors of the coordinate system B. By substituting equations (11) and (14) into equation (15), an expression in which q is expressed by the end position coordinates x, y, z can be obtained:
the quaternion property shows that α, β, gamma and the quaternion q which represent the tail end postures of the mechanical arm have the following relations:
Figure BDA0002266300550000101
Figure BDA0002266300550000102
Figure BDA0002266300550000103
Figure BDA0002266300550000104
Figure BDA0002266300550000105
Figure BDA0002266300550000106
Figure BDA0002266300550000107
the constraint conditions are obtained by combining the formulas (17) and (18):
Figure BDA0002266300550000108
Figure BDA0002266300550000109
Figure BDA00022663005500001010
the combination of the formulas (10), (15) and (18) can obtain another expression form of the constraint
x=f(α,β,γ)
y=g(α,β,γ)
z=h(α,β,γ) (20)
And (3) completing establishment of inverse kinematics mapping of the continuum mechanical arm, obtaining inverse kinematics analytic solutions of formulas (8), (10), (14), (19) and (20), and solving the length of the driving wire by giving a terminal pose Q meeting the constraint condition (19) or (20).
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.

Claims (8)

1. A continuous body mechanical arm inverse kinematics modeling method based on a segmented constant curvature is characterized by comprising the following steps:
establishing a geometric model of a mechanical arm joint based on a segmental constant curvature hypothesis to obtain a mapping relation between a bending direction and a bending angle of a mechanical arm and the length of a driving wire;
extracting a backbone curve model of the mechanical arm, and establishing a mapping relation from the tail end position of the mechanical arm to the bending direction and the bending angle of the mechanical arm;
and (3) obtaining a constraint condition of the pose of the tail end of the mechanical arm based on the quaternion, establishing an inverse kinematics model containing the position and the pose of the tail end of the mechanical arm, and obtaining an analytic solution.
2. The modeling method for the inverse kinematics of the continuum manipulator based on the piecewise constant curvature of claim 1, wherein the continuum manipulator controls the bending motion of the continuum manipulator through two groups of driving wires, and the lengths of the two groups of driving wires are represented as follows:
Figure FDA0002266300540000011
Figure FDA0002266300540000012
Figure FDA0002266300540000013
wherein the content of the first and second substances,
Figure FDA0002266300540000015
Φ∈[0,2π)
d represents the diameter of the circumference of the driving wire, N represents the number of the joints of the mechanical arm, and P1、P3And P2、P4The positions of two groups of driving wires are respectively expressed, theta represents the bending angle of the mechanical arm, h represents the length of the driving wire between the two units when the joint does not deflect, and C is a constant.
3. The method for modeling the inverse kinematics of the continuum manipulator based on piecewise constant curvature according to claim 2, wherein C ═ NH0+HB+HEWherein H isBIndicating the height of the robot arm base, HEIndicating the height of the end unit of the robot arm, H0Indicating the cell height.
4. A substrate according to claim 3The modeling method of the continuous body mechanical arm inverse kinematics with the sectional constant curvature is characterized in that,
Figure FDA0002266300540000021
wherein HbAnd dbThe chamfer size of the cell is indicated, H represents the drive wire length within the cell, and D represents the maximum diameter of the cell.
5. The modeling method for the inverse kinematics of the continuum manipulator based on piecewise constant curvature of claim 1, wherein the pose Q of the end of the manipulator is (x, y, z, α, γ)TWherein x, y, z represent the three-dimensional coordinates of the cartesian coordinate system of the tip position, and α, β, γ represent the euler angles of the tip pose.
6. The modeling method for continuous body mechanical arm inverse kinematics based on piecewise constant curvature according to claim 5,
Figure FDA0002266300540000022
wherein, C0=HE-HB-H。
7. The method for modeling the inverse kinematics of the continuum manipulator based on the piecewise constant curvature according to claim 1, wherein the constraint condition is obtained according to quaternion properties:
Figure FDA0002266300540000023
Figure FDA0002266300540000024
wherein α, β, γ represent the robot arm tip attitude.
8. The method for modeling the inverse kinematics of the continuum manipulator based on the piecewise constant curvature of claim 7, wherein the length of the driving wire can be obtained by giving an end pose Q satisfying constraint conditions.
CN201911089006.XA 2019-11-08 2019-11-08 Continuous body mechanical arm inverse kinematics modeling method based on segmented constant curvature Active CN110744547B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201911089006.XA CN110744547B (en) 2019-11-08 2019-11-08 Continuous body mechanical arm inverse kinematics modeling method based on segmented constant curvature

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201911089006.XA CN110744547B (en) 2019-11-08 2019-11-08 Continuous body mechanical arm inverse kinematics modeling method based on segmented constant curvature

Publications (2)

Publication Number Publication Date
CN110744547A true CN110744547A (en) 2020-02-04
CN110744547B CN110744547B (en) 2021-01-29

Family

ID=69282698

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201911089006.XA Active CN110744547B (en) 2019-11-08 2019-11-08 Continuous body mechanical arm inverse kinematics modeling method based on segmented constant curvature

Country Status (1)

Country Link
CN (1) CN110744547B (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111588470A (en) * 2020-05-18 2020-08-28 上海交通大学 Omnidirectional special-shaped bent continuum flexible mechanical arm for intracavity interventional diagnosis and treatment
CN111695213A (en) * 2020-05-25 2020-09-22 清华大学深圳国际研究生院 Continuous robot kinematics equivalent method and application
CN112790864A (en) * 2020-12-30 2021-05-14 山东大学 Parameter optimization design method for flexible unfolding arm
CN112828893A (en) * 2021-01-26 2021-05-25 南京理工大学 Multi-segment linear drive continuum mechanical arm dynamics modeling method
CN112989578A (en) * 2021-02-23 2021-06-18 山东大学 Method for calculating flexibility of multi-section continuum robot
CN113211440A (en) * 2021-05-12 2021-08-06 清华大学深圳国际研究生院 Continuous robot shape sensing method based on multi-attitude calculation
CN114905498A (en) * 2022-05-27 2022-08-16 上海交通大学 Become super redundant robot arm body in joint

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012005834A2 (en) * 2010-07-08 2012-01-12 Vanderbilt University Continuum robots and control thereof
US20150088161A1 (en) * 2013-09-20 2015-03-26 Canon U.S.A., Inc. Control apparatus and tendon-driven device
WO2017201649A1 (en) * 2016-05-23 2017-11-30 达闼科技(北京)有限公司 Three-dimensional modeling method and device
WO2018012360A1 (en) * 2016-07-13 2018-01-18 Canon Kabushiki Kaisha Continuum robot, modification method of kinematic model of continuum robot, and control method of continuum robot
CN108356820A (en) * 2018-01-17 2018-08-03 浙江大学 A kind of inverse kinematics method of multi-joint mechanical arm manual manipulation
CN109955234A (en) * 2019-04-25 2019-07-02 哈尔滨工业大学 A kind of shape detection system and method for flexibility tentacle
CN110193827A (en) * 2019-03-28 2019-09-03 南京航空航天大学 A kind of driving compensation method for the driving non-individual body robot that restricts

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2012005834A2 (en) * 2010-07-08 2012-01-12 Vanderbilt University Continuum robots and control thereof
US20150088161A1 (en) * 2013-09-20 2015-03-26 Canon U.S.A., Inc. Control apparatus and tendon-driven device
WO2017201649A1 (en) * 2016-05-23 2017-11-30 达闼科技(北京)有限公司 Three-dimensional modeling method and device
WO2018012360A1 (en) * 2016-07-13 2018-01-18 Canon Kabushiki Kaisha Continuum robot, modification method of kinematic model of continuum robot, and control method of continuum robot
CN108356820A (en) * 2018-01-17 2018-08-03 浙江大学 A kind of inverse kinematics method of multi-joint mechanical arm manual manipulation
CN110193827A (en) * 2019-03-28 2019-09-03 南京航空航天大学 A kind of driving compensation method for the driving non-individual body robot that restricts
CN109955234A (en) * 2019-04-25 2019-07-02 哈尔滨工业大学 A kind of shape detection system and method for flexibility tentacle

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
俞晓瑾: "柔性机械臂的运动学和动力学建模及视觉伺服控制", 《中国优秀硕士学位论文全文数据库(信息科技辑)》 *

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111588470A (en) * 2020-05-18 2020-08-28 上海交通大学 Omnidirectional special-shaped bent continuum flexible mechanical arm for intracavity interventional diagnosis and treatment
CN111588470B (en) * 2020-05-18 2023-04-07 上海交通大学 Omnidirectional special-shaped bent continuum flexible mechanical arm for intracavity interventional diagnosis and treatment
CN111695213A (en) * 2020-05-25 2020-09-22 清华大学深圳国际研究生院 Continuous robot kinematics equivalent method and application
CN111695213B (en) * 2020-05-25 2023-04-07 清华大学深圳国际研究生院 Continuous robot kinematics equivalent method and application
CN112790864B (en) * 2020-12-30 2022-03-08 山东大学 Parameter optimization design method for flexible unfolding arm
CN112790864A (en) * 2020-12-30 2021-05-14 山东大学 Parameter optimization design method for flexible unfolding arm
CN112828893A (en) * 2021-01-26 2021-05-25 南京理工大学 Multi-segment linear drive continuum mechanical arm dynamics modeling method
CN112989578B (en) * 2021-02-23 2022-06-14 山东大学 Method for calculating flexibility of multi-segment continuum robot
CN112989578A (en) * 2021-02-23 2021-06-18 山东大学 Method for calculating flexibility of multi-section continuum robot
CN113211440B (en) * 2021-05-12 2022-07-01 清华大学深圳国际研究生院 Continuous robot shape sensing method based on multi-attitude calculation
CN113211440A (en) * 2021-05-12 2021-08-06 清华大学深圳国际研究生院 Continuous robot shape sensing method based on multi-attitude calculation
CN114905498A (en) * 2022-05-27 2022-08-16 上海交通大学 Become super redundant robot arm body in joint
CN114905498B (en) * 2022-05-27 2024-04-30 上海交通大学 Variable-joint super-redundancy robot arm body

Also Published As

Publication number Publication date
CN110744547B (en) 2021-01-29

Similar Documents

Publication Publication Date Title
CN110744547B (en) Continuous body mechanical arm inverse kinematics modeling method based on segmented constant curvature
CN108237534B (en) Space obstacle avoidance trajectory planning method for continuous mechanical arm
CN107253191B (en) Double-mechanical-arm system and coordination control method thereof
CN106844951B (en) Method and system for solving inverse kinematics of super-redundant robot based on segmented geometric method
CN113715016B (en) Robot grabbing method, system, device and medium based on 3D vision
CN110744548B (en) Unified decoupling method for drive line coupling relation of multi-line drive continuum mechanical arm
CN111496783A (en) Inverse kinematics solving method for 6R industrial robot
CN113334381B (en) Control method of movable decoupling continuum robot
CN109434838B (en) Coordinated motion planning method and system for endoscopic operation of line-driven continuous robot
CN110125933B (en) Method for establishing mechanical model of soft mechanical arm and control method
Zhou et al. Design and kinematic of a dexterous bioinspired elephant trunk robot with variable diameter
CN109366486B (en) Flexible robot inverse kinematics solving method, system, equipment and storage medium
Zhang et al. Design optimization of a cable-driven two-DOF joint module with a flexible backbone
Singh et al. Towards extending forward kinematic models on hyper-redundant manipulator to cooperative bionic arms
CN112276940A (en) Six-degree-of-freedom non-spherical wrist robot inverse kinematics solving method
Li et al. Design and implementation of a biomimetic wire-driven underactuated serpentine manipulator
CN112989578B (en) Method for calculating flexibility of multi-segment continuum robot
CN116237950A (en) Robot tail end accurate control method and equipment based on sectional motion planning strategy
CN110576438A (en) Simplified kinematics solving method, device and system of linkage flexible mechanical arm
Zhang et al. An origami parallel structure integrated deployable continuum robot
Kim et al. Forward kinematic singularity avoiding design of a schönflies motion generator by asymmetric attachment of subchains
Faulkner et al. A generalised, modular, approach for the forward kinematics of continuum soft robots with sections of constant curvature
CN109927041B (en) Motion joint block, robot capable of expressing emotion and control method thereof
Li et al. Analysis modeling and experiment of bionic winding soft actuator inspired by plant tendrils
Li et al. Research on a tubular climbing robot induced by tri-tube soft actuators

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
GR01 Patent grant
GR01 Patent grant