Abstract
The concept of remote center of motion (RCM) is pivotal in a myriad of robotic applications, encompassing areas such as medical robotics, orientation devices, and exoskeletal systems. The efficacy of RCM technology is a determining factor in the success of these robotic domains. This paper offers an exhaustive review of RCM technologies, elaborating on their various methodologies and practical implementations. It delves into the unique characteristics of RCM across different degrees of freedom (DOFs), aiming to distill their fundamental principles. In addition, this paper categorizes RCM approaches into two primary classifications: design based and control based. These are further organized according to their respective DOFs, providing a concise summary of their core methodologies. Building upon the understanding of RCM’s versatile capabilities, this paper then transitions to an in-depth exploration of its applications across diverse robotic fields. Concluding this review, we critically analyze the existing research challenges and issues that are inherently present in both RCM methodologies and their applications. This discussion is intended to serve as a guiding framework for future research endeavors and practical deployments in related areas.
Article PDF
Avoid common mistakes on your manuscript.
Abbreviations
- Ar:
-
Arc guide joint
- DOF:
-
Degree of freedom
- HRC:
-
Human–robot collaboration
- MIS:
-
Minimally invasive surgery
- P:
-
Prismatic
- Pa:
-
Parallelogram
- R:
-
Rotation
- U:
-
Universal
- RCM:
-
Remote center of motion
- RNN:
-
Recurrent neural network
- T:
-
Translation
- VC:
-
Virtual center
- J RCM :
-
Jacobian matrix from the joints to the RCM point controlled by the RCM algorithms
- \(\dot{\boldsymbol{p}}_{\text{RCM}}\) :
-
RCM point in the three-dimensional Cartesian space
- q :
-
Joint parameter vector
- S :
-
Screw in a six-dimensional
- S joint-j :
-
Motion screw of the jth joint
- v :
-
Unit vector in the v-direction
- w :
-
Unit vector in the w-direction
- x :
-
Unit vector in the x-direction in the world coordinate system
- y :
-
Unit vector in the y-direction in the world coordinate system
- z :
-
Unit vector in the z-direction in the world coordinate system
- λ :
-
RCM position parameter for the serial robot
References
Taylor R H, Stoianovici D. Medical robotics in computer-integrated surgery. IEEE Transactions on Robotics and Automation, 2003, 19(5): 765–781
Kuo C H, Dai J S, Dasgupta P. Kinematic design considerations for minimally invasive surgical robots: an overview. The International Journal of Medical Robotics and Computer Assisted Surgery, 2012, 8(2): 127–145
Guthart G S, Salisbury J K. The Intuitive™ telesurgery system: overview and application. In: Proceedings of International Conference on Robotics and Automation. San Francisco: IEEE, 2000, 618–621
Sung G T, Gill I S. Robotic laparoscopic surgery: a comparison of the da Vinci and Zeus systems. Urology, 2001, 58(6): 893–898
Hannaford B, Rosen J, Friedman D W, King H, Roan P, Cheng L, Glozman D, Ma J, Kosari S N, White L. Raven-II: an open platform for surgical robotics research. IEEE Transactions on Biomedical Engineering, 2013, 60(4): 954–959
Rosen J, Brown J D, Chang L, Barreca M, Sinanan M, Hannaford B. The BlueDRAGON—a system for measuring the kinematics and dynamics of minimally invasive surgical tools in-vivo. In: Proceedings of 2002 IEEE International Conference on Robotics and Automation. Washington: IEEE, 2002, 1876–1881
Gaafar M, Magdy M, Elgammal A T, El-Betar A, Saeed A M. Development of a new compliant remote center of motion (RCM) mechanism for vitreoretinal surgery. In: Proceedings of 2020 6th International Conference on Control, Automation and Robotics. Singapore: IEEE, 2020, 183–187
He C Y, Huang L, Yang Y, Liang Q F, Li Y K. Research and realization of a master–slave robotic system for retinal vascular bypass surgery. Chinese Journal of Mechanical Engineering, 2018, 31(1): 78
Yamauchi Y, Ohta Y, Dohi A, Kawamura H, Tanikawa T, Iseki H. Needle insertion manipulator for CT-guided stereotactic neurosurgery. Journal of Life Support Technology, 1993, 5(4): 91–98
Najafi F, Sepehri N. A robotic wrist for remote ultrasound imaging. Mechanism and Machine Theory, 2011, 46(8): 1153–1170
Gosselin C M, Pierre E S, Gagne M. On the development of the agile eye. IEEE Robotics & Automation Magazine, 1996, 3(4): 29–37
Hadavand M, Mirbagheri A, Behzadipour S, Farahmand F. A novel remote center of motion mechanism for the force-reflective master robot of haptic tele-surgery systems. The International Journal of Medical Robotics and Computer Assisted Surgery, 2014, 10(2): 129–139
Kim B, Deshpande A D. An upper-body rehabilitation exoskeleton Harmony with an anatomical shoulder mechanism: design, modeling, control, and performance evaluation. The International Journal of Robotics Research, 2017, 36(4): 414–435
Hagn U, Nickl M, Jörg S, Passig G, Bahls T, Nothhelfer A, Hacker F, Le-Tien L, Albu-Schäffer A, Konietschke R, Grebenstein M, Warpup R, Haslinger R, Frommberger M, Hirzinger G. The DLR MIRO: a versatile lightweight robot for surgical applications. Industrial Robot, 2008, 35(4): 324–336
Dai J S. Geometrical Foundations and Screw Algebra for Mechanisms and Robotics. Higher Education Press, 2014
Zong G H, Pei X, Yu J J, Bi S S. Classification and type synthesis of 1-DOF remote center of motion mechanisms. Mechanism and Machine Theory, 2008, 43(12): 1585–1595
He Y C, Zhang P, Jin H Y, Hu Y, Zhang J W. Type synthesis for remote center of motion mechanisms based on coupled motion of two degrees-of-freedom. Journal of Mechanical Design, 2016, 138(12): 122301
Liu S, Chen B, Caro S, Briot S, Harewood L, Chen C. A cable linkage with remote centre of motion. Mechanism and Machine Theory, 2016, 105: 583–605
Chandrasekaran K, Somayaji A, Thondiyath A. Realization of a statically balanced compliant planar remote center of motion mechanism for robotic surgery. In: Proceedings of the 2018 Design of Medical Devices Conference. Minneapolis: ASME, 2018, V001T07A11
Li J M, Zhang G K, Xing Y, Liu H B, Wang S X. A class of 2-degree-of-freedom planar remote center-of-motion mechanisms based on virtual parallelograms. Journal of Mechanisms and Robotics, 2014, 6(3): 031014
Highsmith T R, Janez F, Daniel G D, Peter K J, Arthur L R D. Improved remote center-of-motion robot for surgery. European Patent, 0595291, 1994-05-04
Yang J, Jin L Y, Shi X G, Zhao D M, Hu M. Dimensional optimization for minimally invasive surgery robot based on double space and kinematic accuracy reliability index. ASME Journal of Engineering and Science in Medical Diagnostics and Therapy, 2020, 3(2): 021114
Bai M, Zhang M L, Zhang H, Pang L J, Zhao J, Gao C Y. An error compensation method for surgical robot based on RCM mechanism. IEEE Access, 2021, 9: 140747–140758
Lum M J H, Rosen J, Sinanan M N, Hannaford B. Optimization of a spherical mechanism for a minimally invasive surgical robot: theoretical and experimental approaches. IEEE Transactions on Biomedical Engineering, 2006, 53(7): 1440–1445
Li J M, Wang S X, Wang X F, He C. Optimization of a novel mechanism for a minimally invasive surgery robot. The International Journal of Medical Robotics and Computer Assisted Surgery, 2010, 6(1): 83–90
Rommers J, van der Wijk V, Herder J L. A new type of spherical flexure joint based on tetrahedron elements. Precision Engineering, 2021, 71: 130–140
Suzuki H, Wood R J. Origami-inspired miniature manipulator for teleoperated microsurgery. Nature Machine Intelligence, 2020, 2(8): 437–446
Niu G J, Pan B, Fu Y L, Wang S G. Optimization and preoperative adjustment design of remote center motion mechanism for minimally invasive surgical robot. Robotics and Biomimetics, 2015, 2(1): 2
Li G K, Essomba T, Wu C T, Lee S T, Kuo C H. Kinematic design and optimization of a novel dual-orthogonal remote center-of-motion mechanism for craniotomy. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2017, 231(6): 1129–1145
Kim C K, Chung D G, Hwang M, Cheon B, Kim H, Kim J, Kwon D S. Three-degrees-of-freedom passive gravity compensation mechanism applicable to robotic arm with remote center of motion for minimally invasive surgery. IEEE Robotics and Automation Letters, 2019, 4(4): 3473–3480
Shim S, Ji D, Lee S, Choi H, Hong J. Compact bone surgical robot with a high-resolution and high-rigidity remote center of motion mechanism. IEEE Transactions on Biomedical Engineering, 2020, 67(9): 2497–2506
Christensen S, Bai S P. Kinematic analysis and design of a novel shoulder exoskeleton using a double parallelogram linkage. Journal of Mechanisms and Robotics, 2018, 10(4): 041008
Castro M N, Rasmussen J, Andersen M S, Bai S P. A compact 3-DOF shoulder mechanism constructed with scissors linkages for exoskeleton applications. Mechanism and Machine Theory, 2019, 132: 264–278
Parvari Rad F, Vertechy R, Berselli G, Parenti-Castelli V. Analytical compliance analysis and finite element verification of spherical flexure hinges for spatial compliant mechanisms. Mechanism and Machine Theory, 2016, 101: 168–180
Funda J, Taylor R H, Gruben K, LaRose D. Optimal motion control for teleoperated surgical robots. In: Proceedings of Telemanipulator Technology and Space Telerobotics. Boston: SPIE, 1993, 211–222
Lehman A C, Tiwari M M, Shah B C, Farritor S M, Nelson C A, Oleynikov D. Recent advances in the CoBRASurge robotic manipulator and dexterous miniature in vivo robotics for minimally invasive surgery. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2010, 224(7): 1487–1494
Yoshida S, Kanno T, Kawashima K. Surgical robot with variable remote center of motion mechanism using flexible structure. Journal of Mechanisms and Robotics, 2018, 10(3): 031011
Qu J L, Chen W H, Zhang J B. A parallelogram-based compliant remote-center-of-motion stage for active parallel alignment. Review of Scientific Instruments, 2014, 85(9): 095112
Qu J L, Chen W H, Zhang J B, Chen W J. A large-range compliant micropositioning stage with remote-center-of-motion characteristic for parallel alignment. Microsystem Technologies, 2016, 22(4): 777–789
Huo T L, Yu J J, Zhao H Z, Wu H R, Zhang Y. A family of novel RCM rotational compliant mechanisms based on parasitic motion compensation. Mechanism and Machine Theory, 2021, 156: 104168
Ciblak N, Lipkin H. Design and analysis of remote center of compliance structures. Journal of Robotic Systems, 2003, 20(8): 415–427
Nelson T G, Zimmerman T K, Magleby S P, Lang R J, Howell L L. Developable mechanisms on developable surfaces. Science Robotics, 2019, 4(27): eaau5171
Hyatt L P, Magleby S P, Howell L L. Developable mechanisms on right conical surfaces. Mechanism and Machine Theory, 2020, 149: 103813
Huang L, Yang Y, Xiao J J, Su P. Type synthesis of 1R1T remote center of motion mechanisms based on pantograph mechanisms. Journal of Mechanical Design, 2016, 138(1): 014501
Liu S T, Harewood L, Chen B, Chen C. A skeletal prototype of surgical arm based on dual-triangular mechanism. Journal of Mechanisms and Robotics, 2016, 8(4): 041015
Zhang F, Zhang X, Hang L B, Lu C Y, Furukawa T. Type synthesis of N-parallelogram-based surgical arm with remote actuated configuration. In: Zhang X M, Wang N F, Huang Y J, eds. Mechanism and Machine Science. Singapore: Springer, 2017, 183–194
Chen G L, Wang J P, Wang H. A new type of planar two degree-of-freedom remote center-of-motion mechanism inspired by the Peaucellier–Lipkin straight-line linkage. Journal of Mechanical Design, 2019, 141(1): 015001
Ye W, Zhang B, Li Q C. Design of a 1R1T planar mechanism with remote center of motion. Mechanism and Machine Theory, 2020, 149: 103845
Smits J, Reynaerts D, Vander Poorten E. Synthesis and methodology for optimal design of a parallel remote center of motion mechanism: application to robotic eye surgery. Mechanism and Machine Theory, 2020, 151: 103896
Huang L, Yin L R, Liu B, Yang Y. Design and error evaluation of planar 2DOF remote center of motion mechanisms with cable transmissions. Journal of Mechanical Design, 2021, 143(1): 013301
Kong K, Li J M, Zhang H F, Li J H, Wang S X. Kinematic design of a generalized double parallelogram based remote center-of-motion mechanism for minimally invasive surgical robot. Journal of Medical Devices, 2016, 10(4): 041006
Nisar S, Endo T, Matsuno F. Design and kinematic optimization of a two degrees-of-freedom planar remote center of motion mechanism for minimally invasive surgery manipulators. Journal of Mechanisms and Robotics, 2017, 9(3): 031013
Baumann R, Maeder W, Glauser D, Clavel R. The pantoscope: a spherical remote-center-of-motion parallel manipulator for force reflection. In: Proceedings of International Conference on Robotics and Automation. Albuquerque: IEEE, 1997, 718–723
Li J M, Xing Y, Liang K, Wang S X. Kinematic design of a novel spatial remote center-of-motion mechanism for minimally invasive surgical robot. Journal of Medical Devices, 2015, 9(1): 011003
Realpe J R J, Aiche G, Abdelaziz S, Poignet P. Asynchronous and decoupled control of the position and the stiffness of a spatial RCM tensegrity mechanism for needle manipulation. In: Proceedings of 2020 IEEE International Conference on Robotics and Automation. Paris: IEEE, 2020, 3882–3888
Wang Z, Zhang W X, Ding X L. Design and analysis of a novel metamorphic remote-centre-of-motion mechanism with parallelogram joints. Mechanism and Machine Theory, 2022, 176: 105038
Wang Z, Zhang W X, Ding X L. Design and analysis of a novel mechanism with a two-DOF remote centre of motion. Mechanism and Machine Theory, 2020, 153: 103990
Wang Z, Zhang W X, Ding X L. A family of RCM mechanisms: type synthesis and kinematics analysis. International Journal of Mechanical Sciences, 2022, 231: 107590
Adelstein B D, Rosen M J. Design and implementation of a force reflecting manipulandum for manual control research. American Society of Mechanical Engineering Advances in Robotics, 1992, 42: 1–12
Ouerfelli M, Kumar V. Optimization of a spherical five-bar parallel drive linkage. Journal of Mechanical Design, 1994, 116(1): 166–173
Cervantes-Sánchez J J, Hernández-Rodríguez J C, González-Galván E J. On the 5R spherical, symmetric manipulator: workspace and singularity characterization. Mechanism and Machine Theory, 2004, 39(4): 409–429
Essomba T, Nguyen V L. Kinematic analysis of a new five-bar spherical decoupled mechanism with two-degrees of freedom remote center of motion. Mechanism and Machine Theory, 2018, 119: 184–197
Wu C, Liu X J, Wang L P, Wang J S. Optimal design of spherical 5R parallel manipulators considering the motion/force transmissibility. Journal of Mechanical Design, 2010, 132(3): 031002
Alamdar A, Farahmand F, Behzadipour S, Mirbagheri A. A geometrical approach for configuration and singularity analysis of a new non-symmetric 2DOF 5R spherical parallel manipulator. Mechanism and Machine Theory, 2020, 147: 103747
Kong X W. Forward displacement analysis and singularity analysis of a special 2-DOF 5R spherical parallel manipulator. Journal of Mechanisms and Robotics, 2011, 3(2): 024501
Michel G, Salunkhe D H, Chablat D, Bordure P. A new RCM mechanism for an ear and facial surgical application. In: Zeghloul S, Laribi M A, Sandoval Arevalo J S, eds. Advances in Service and Industrial Robotics. Cham: Springer, 2020, 408–418
Chen W H, Chen S S, Qu J L, Chen W J. A large-range compliant remote center of motion stage with input/output decoupling. Precision Engineering, 2018, 51: 468–480
Dehghani M, Mohammadi Moghadam M, Torabi P. Analysis, optimization and prototyping of a parallel RCM mechanism of a surgical robot for craniotomy surgery. Industrial Robot, 2018, 45(1): 78–88
Li J M, Zhang G K, Müller A, Wang S X. A family of remote center of motion mechanisms based on intersecting motion planes. Journal of Mechanical Design, 2013, 135(9): 091009
Zhang N B, Huang P C, Li Q C. Modeling, design and experiment of a remote-center-of-motion parallel manipulator for needle insertion. Robotics and Computer-Integrated Manufacturing, 2018, 50: 193–202
Zhao C, Song J K, Chen X C, Chen Z M, Ding H F. Optimum seeking of redundant actuators for M-RCM 3-UPU parallel mechanism. Chinese Journal of Mechanical Engineering, 2021, 34(1): 121
Bian Y, Zhao J C, Li J H, Wei G W, Li J M. A class of spatial remote center-of-motion mechanisms and its forward kinematics. Robotica, 2023, 41(3): 885–899
Vischer P, Clavel R. Argos: a novel 3-DOF parallel wrist mechanism. The International Journal of Robotics Research, 2000, 19(1): 5–11
Gosselin C M, Hamel J F. The agile eye: a high-performance three-degree-of-freedom camera-orienting device. In: Proceedings of the 1994 IEEE International Conference on Robotics and Automation. San Diego: IEEE, 1994, 781–786
Di Gregorio R. The 3-RRS wrist: a new, simple and non-overconstrained spherical parallel manipulator. Journal of Mechanical Design, 2004, 126(5): 850–855
Essomba T, Laribi M A, Zeghloul S, Poisson G. Optimal synthesis of a spherical parallel mechanism for medical application. Robotica, 2016, 34(3): 671–686
Essomba T, Hsu Y, Sandoval Arevalo J S, Laribi M A, Zeghloul S. Kinematic optimization of a reconfigurable spherical parallel mechanism for robotic-assisted craniotomy. Journal of Mechanisms and Robotics, 2019, 11(6): 060905
Kong X W, Gosselin C M. Type synthesis of three-degree-of-freedom spherical parallel manipulators. The International Journal of Robotics Research, 2004, 23(3): 237–245
Zhang W, Zhang W X, Shi D, Ding X L. Design of hip joint assistant asymmetric parallel mechanism and optimization of singularity-free workspace. Mechanism and Machine Theory, 2018, 122: 389–403
Eßer J, Kumar S, Peters H, Bargsten V, de Gea Fernandez J, Mastalli C, Stasse O, Kirchner F. Design, analysis and control of the series-parallel hybrid RH5 humanoid robot. In: Proceedings of 2020 IEEE-RAS 20th International Conference on Humanoid Robots. Munich: IEEE, 2021, 400–407
Bajaj N M, Spiers A J, Dollar A M. State of the art in artificial wrists: a review of prosthetic and robotic wrist design. IEEE Transactions on Robotics, 2019, 35(1): 261–277
Zoppi M, Zlatanov D, Gosselin C M. Analytical kinematics models and special geometries of a class of 4-DOF parallel mechanisms. IEEE Transactions on Robotics, 2005, 21(6): 1046–1055
Kuo C H, Dai J S. Kinematics of a fully-decoupled remote center-of-motion parallel manipulator for minimally invasive surgery. Journal of Medical Devices, 2012, 6(2): 021008
Beira R, Santos-Carreras L, Rognini G, Bleuler H, Clavel R. Dionis: a novel remote-center-of-motion parallel manipulator for minimally invasive surgery. Applied Bionics and Biomechanics, 2011, 8: 973097
Cao W A, Xu S J, Rao K, Ding T F. Kinematic design of a novel two degree-of-freedom parallel mechanism for minimally invasive surgery. Journal of Mechanical Design, 2019, 141(10): 104501
Chen G L, Wang J, Wang H, Chen C, Parenti-Castelli V, Angeles J. Design and validation of a spatial two-limb 3R1T parallel manipulator with remote center-of-motion. Mechanism and Machine Theory, 2020, 149: 103807
Aghakhani N, Geravand M, Shahriari N, Vendittelli M, Oriolo G. Task control with remote center of motion constraint for minimally invasive robotic surgery. In: Proceedings of 2013 IEEE International Conference on Robotics and Automation. Karlsruhe: IEEE, 2013, 5807–5812
Khan A T, Li S. Smart surgical control under RCM constraint using bio-inspired network. Neurocomputing, 2022, 470: 121–129
Funda J, Taylor R H, Eldridge B, Gomory S, Gruben K G. Constrained Cartesian motion control for teleoperated surgical robots. IEEE Transactions on Robotics and Automation, 1996, 12(3): 453–465
Ortmaier T, Hirzinger G. Cartesian control issues for minimally invasive robot surgery. In: Proceedings of 2000 IEEE/RSJ International Conference on Intelligent Robots and Systems. Takamatsu: IEEE, 2000, 565–571
Locke R C O, Patel R V. Optimal remote center-of-motion location for robotics-assisted minimally-invasive surgery. In: Proceedings of 2007 IEEE International Conference on Robotics and Automation. Rome: IEEE, 2007, 1900–1905
Pham C D, Coutinho F, Leite A C, Lizarralde F, From P J, Johansson R. Analysis of a moving remote center of motion for robotics-assisted minimally invasive surgery. In: Proceedings of 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems. Hamburg: IEEE, 2015, 1440–1446
Su H, Li S, Manivannan J, Bascetta L, Ferrigno G, Momi E D. Manipulability optimization control of a serial redundant robot for robot-assisted minimally invasive surgery. In: Proceedings of International Conference on Robotics and Automation. Montreal: IEEE, 2019, 1323–1318
Sandoval J, Vieyres P, Poisson G. Generalized framework for control of redundant manipulators in robot-assisted minimally invasive surgery. IRBM, 2018, 39(3): 160–166
Sandoval J, Su H, Vieyres P, Poisson G, Ferrigno G, De Momi E. Collaborative framework for robot-assisted minimally invasive surgery using a 7-DOF anthropomorphic robot. Robotics and Autonomous Systems, 2018, 106: 95–106
Su H, Sandoval J, Vieyres P, Poisson G, Ferrigno G, De Momi E. Safety-enhanced collaborative framework for tele-operated minimally invasive surgery using a 7-DOF torque-controlled robot. International Journal of Control, Automation, and Systems, 2018, 16(6): 2915–2923
Su H, Yang C G, Ferrigno G, De Momi E. Improved human-robot collaborative control of redundant robot for teleoperated minimally invasive surgery. IEEE Robotics and Automation Letters, 2019, 4(2): 1447–1453
Su H, Ovur S E, Li Z J, Hu Y B, Li J H, Knoll A, Ferrigno G, De Momi E. Internet of things (IoT)-based collaborative control of a redundant manipulator for teleoperated minimally invasive surgeries. In: Proceedings of 2020 IEEE International Conference on Robotics and Automation. Paris: IEEE, 2020, 9737–9742
Su H, Schmirander Y, Li Z J, Zhou X Y, Ferrigno G, De Momi E. Bilateral teleoperation control of a redundant manipulator with an rcm kinematic constraint. In: Proceedings of 2020 IEEE International Conference on Robotics and Automation. Paris: IEEE, 2020, 4477–4482
Su H, Yang C G, Li J H, Jiang Y M, Ferrigno G, De Momi E. Hierarchical task impedance control of a serial manipulator for minimally invasive surgery. In: Proceedings of 2020 IEEE International Conference on Human-Machine Systems. Rome: IEEE, 2020, 1–6
Davies B L, Harris S J, Rodriguez y Baena F, Gomes P, Jakopec M. Hands-on robotic surgery: is this the future? In: Yang G Z, Jiang T Z, eds. Medical Imaging and Augmented Reality. Berlin: Springer, 2004, 27–37
Kastritsi T, Doulgeri Z. A controller to impose a RCM for hands-on robotic-assisted minimally invasive surgery. IEEE Transactions on Medical Robotics and Bionics, 2021, 3(2): 392–401
Kastritsi T, Doulgeri Z. A passive admittance controller to enforce remote center of motion and tool spatial constraints with application in hands-on surgical procedures. Robotics and Autonomous Systems, 2022, 152: 104073
Li W B, Chiu P W Y, Li Z. An accelerated finite-time convergent neural network for visual servoing of a flexible surgical endoscope with physical and RCM constraints. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(12): 5272–5284
Su H, Hu Y B, Karimi H R, Knoll A, Ferrigno G, De Momi E. Improved recurrent neural network-based manipulator control with remote center of motion constraints: experimental results. Neural Networks, 2020, 131: 291–299
Khan A H, Li S, Cao X W. Tracking control of redundant manipulator under active remote center-of-motion constraints: an RNN-based metaheuristic approach. Science China Information Sciences, 2021, 64(3): 132203
Li W B, Han L Y, Xiao X, Liao B L, Peng C. A gradient-based neural network accelerated for vision-based control of an RCM-constrained surgical endoscope robot. Neural Computing & Applications, 2022, 34(2): 1329–1343
Su H, Zhang J H, She Z Y, Zhang X, Fan K, Zhang X, Liu Q S, Ferrigno G, De Momi E. Incorporating model predictive control with fuzzy approximation for robot manipulation under remote center of motion constraint. Complex & Intelligent Systems, 2022, 8(4): 2883–2895
Cui Z W, Li W B, Zhang X, Chiu P W Y, Li Z. Accelerated dual neural network controller for visual servoing of flexible endoscopic robot with tracking error, joint motion, and RCM constraints. IEEE Transactions on Industrial Electronics, 2022, 69(9): 9246–9257
Guo K L, Su H, Yang C G. A small opening workspace control strategy for redundant manipulator based on RCM method. IEEE Transactions on Control Systems Technology, 2022, 30(6): 2717–2725
Li Z, Li S. Model-based recurrent neural network for redundancy resolution of manipulator with remote centre of motion constraints. International Journal of Systems Science, 2022, 53(14): 3056–3069
Su H, Qi W, Chen J H, Zhang D D. Fuzzy approximation-based task-space control of robot manipulators with remote center of motion constraint. IEEE Transactions on Fuzzy Systems, 2022, 30(6): 1564–1573
Cursi F, Bai W B, Yeatman E M, Kormushev P. Optimization of surgical robotic instrument mounting in a macro–micro manipulator setup for improving task execution. IEEE Transactions on Robotics, 2022, 38(5): 2858–2874
Su H, Mariani A, Ovur S E, Menciassi A, Ferrigno G, De Momi E. Toward teaching by demonstration for robot-assisted minimally invasive surgery. IEEE Transactions on Automation Science and Engineering, 2021, 18(2): 484–494
Lee H, Cheon B, Hwang M, Kang D, Kwon D S. A master manipulator with a remote-center-of-motion kinematic structure for a minimally invasive robotic surgical system. The International Journal of Medical Robotics and Computer Assisted Surgery, 2018, 14(1): e1865
Pham P, Regamey Y J, Fracheboud M, Clavel R. Orion MinAngle: a flexure-based, double-tilting parallel kinematics for ultra-high precision applications requiring high angles of rotation. In: Proceedings of International Symposium on Robotics. Tokyo: EPFL, 2005, 1–7
From P J. On the kinematics of robotic-assisted minimally invasive surgery. Modeling, Identification and Control, 2013, 34(2): 69–82
Ida Y, Sugita N, Ueta T, Tamaki Y, Tanimoto K, Mitsuishi M. Microsurgical robotic system for vitreoretinal surgery. International Journal of Computer Assisted Radiology and Surgery, 2012, 7(1): 27–34
Li J H, Wang C Y, Wang Z X, Zheng X, Wang Z D, Tan J C, Liu H. A robotic system with robust remote center of motion constraint for endometrial regeneration surgery. Chinese Journal of Mechanical Engineering, 2022, 35(1): 76
Michel G, Bordure P, Chablat D. A new robotic endoscope holder for ear and sinus surgery with an integrated safety device. Sensors, 2022, 22(14): 5175
Sugita N, Matsuda N, Warisawa S, Mitsuishi M, Fujiwara K, Abe N, Inoue T, Kuramoto K, Nakashima Y, Tanimoto K, Suzuki M, Moriya H, Hashizume H. Development of a computer-integrated minimally invasive surgical system for knee arthroplasty. In: Proceedings of the First IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics. Pisa: IEEE, 2006, 323–328
Stoianovici D, Whitcomb L L, Anderson J H, Taylor R H, Kavoussi L R. A modular surgical robotic system for image guided percutaneous procedures. In: Wells W M, Colchester A, Delp S, eds. Medical Image Computing and Computer-Assisted Intervention. Berlin: Springer, 1998, 404–410
Stoianovici D, Cleary K, Patriciu A, Mazilu D, Stanimir A, Craciunoiu N, Watson V, Kavoussi L. AcuBot: a robot for radiological interventions. IEEE Transactions on Robotics and Automation, 2003, 19(5): 927–930
Song S E, Tokuda J, Tuncali K, Yamada A, Torabi M, Hata N. Design evaluation of a double ring RCM mechanism for robotic needle guidance in MRI-guided liver interventions. In: Proceedings of 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems. Tokyo: IEEE, 2013, 4078–4083
Li H B, Wang Y Y, Li Y L, Zhang J. A novel manipulator with needle insertion forces feedback for robot-assisted lumbar puncture. The International Journal of Medical Robotics and Computer Assisted Surgery, 2021, 17(2): e2226
Arnolli M M, Buijze M, Franken M, de Jong K P, Brouwer D M, Broeders I A M J. System for CT-guided needle placement in the thorax and abdomen: a design for clinical acceptability, applicability and usability. The International Journal of Medical Robotics and Computer Assisted Surgery, 2018, 14(1): e1877
Suh J W, Choi E C. Design and verification of a gravity-compensated tool handler for supporting an automatic hair-implanting device. IEEE Robotics and Automation Letters, 2019, 4(4): 4410–4417
Degirmenci A, Hammond F L, Gafford J B, Walsh C J, Wood R J, Howe R D. Design and control of a parallel linkage wrist for robotic microsurgery. In: Proceedings of 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems. Hamburg: IEEE, 2015, 222–228
Marzuq A, Magdy M, El-Assal A, Eltoukhy B M. Development of a new 5 DoF robotic assistant system for neurosurgery. In: Proceedings of 7th International Japan-Africa Conference on Electronics, Communications, and Computations. Alexandria: IEEE, 2019, 124–127
Bowyer S A, Davies B L, Rodriguez y Baena F. Active constraints/virtual fixtures: a survey. IEEE Transactions on Robotics, 2014, 30(1): 138–157
Maeng C Y, Yoon J, Kim D Y, Lee J, Kim Y J. Development of an inherently safe nasopharyngeal swab sampling robot using a force restriction mechanism. IEEE Robotics and Automation Letters, 2022, 7(4): 11150–11157
Takeuchi M, Hironaka Y, Aoyama T, Hasegawa Y. Intuitive remote robotic nasal sampling by orientation control with variable RCM in limited space. IEEE Transactions on Medical Robotics and Bionics, 2022, 4(3): 646–655
Saafi H, Laribi M A, Zeghloul S. Redundantly actuated 3-RRR spherical parallel manipulator used as a haptic device: improving dexterity and eliminating singularity. Robotica, 2015, 33(5): 1113–1130
Birglen L, Gosselin C, Pouliot N, Monsarrat B, Laliberte T. SHaDe, a new 3-DOF haptic device. IEEE Transactions on Robotics and Automation, 2002, 18(2): 166–175
Arata J, Kondo H, Ikedo N, Fujimoto H. Haptic device using a newly developed redundant parallel mechanism. IEEE Transactions on Robotics, 2011, 27(2): 201–214
Al-Widyan K, Ma X Q, Angeles J. The robust design of parallel spherical robots. Mechanism and Machine Theory, 2011, 46(3): 335–343
Li X R, Liu J M, Chen W H, Bai S P. Integrated design, modeling and analysis of a novel spherical motion generator driven by electromagnetic principle. Robotics and Autonomous Systems, 2018, 106: 69–81
Wu G L, Bai S P. Design and kinematic analysis of a 3-RRR spherical parallel manipulator reconfigured with four–bar linkages. Robotics and Computer-Integrated Manufacturing, 2019, 56: 55–65
Bai S P, Li X R, Angeles J. A review of spherical motion generation using either spherical parallel manipulators or spherical motors. Mechanism and Machine Theory, 2019, 140: 377–388
Qu J L, Chen W H, Zhang J B, Chen W J. A piezo-driven 2-DOF compliant micropositioning stage with remote center of motion. Sensors and Actuators A: Physical, 2016, 239: 114–126
Battezzato A. Kinetostatic analysis and design optimization of an n-finger underactuated hand exoskeleton. Mechanism and Machine Theory, 2015, 88: 86–104
Fontana M, Fabio S, Marcheschi S, Bergamasco M. Haptic hand exoskeleton for precision grasp simulation. Journal of Mechanisms and Robotics, 2013, 5(4): 041014
Su Y Y, Yu Y L, Lin C H, Lan C C. A compact wrist rehabilitation robot with accurate force/stiffness control and misalignment adaptation. International Journal of Intelligent Robotics and Applications, 2019, 3(1): 45–58
Lin C H, Su Y Y, Lai Y H, Lan C C. A spatial-motion assist-as-needed controller for the passive, active, and resistive robot-aided rehabilitation of the wrist. IEEE Access, 2020, 8: 133951–133960
Molaei A, Foomany N A, Parsapour M, Dargahi J. A portable low-cost 3D-printed wrist rehabilitation robot: design and development. Mechanism and Machine Theory, 2022, 171: 104719
Shi D, Zhang W X, Zhang W, Ju L H, Ding X L. Human-centred adaptive control of lower limb rehabilitation robot based on human–robot interaction dynamic model. Mechanism and Machine Theory, 2021, 162: 104340
Choi H, Park Y J, Seo K, Lee J, Lee S e, Shim Y. A multifunctional ankle exoskeleton for mobility enhancement of gait-impaired individuals and seniors. IEEE Robotics and Automation Letters, 2018, 3(1): 411–418
Hong M B, Kim G T, Yoon Y H. ACE-Ankle: a novel sensorized RCM (remote-center-of-motion) ankle mechanism for military purpose exoskeleton. Robotica, 2019, 37(12): 2209–2228
Li L X, Kim S, Park J, Choi Y, Lu Q, Peng D L. Robotic tensegrity structure with a mechanism mimicking human shoulder motion. Journal of Mechanisms and Robotics, 2022, 14(2): 025001
Ackerman E. Boston dynamics’ SpotMini is all electric, agile, and has a capable face-arm. 2016-06-23, available at IEEE Spectrum.
Tan B S, Kuang S L, Li X M, Cheng X, Duan W, Zhang J M, Liu W Y, Fan Y B. Stereotactic technology for 3D bioprinting: from the perspective of robot mechanism. Biofabrication, 2021, 13(4): 043001
Zhao D H, Zhu G H, He J P, Han Y C, Guo W Z. Process planning of cylindrical printing for a novel 2T2R-type rotary 3D printer and an initial feasibility investigation. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2023, 237(12): 1893–1907
Zhao W X, Hu C X, Xu T. In vivo bioprinting: broadening the therapeutic horizon for tissue injuries. Bioactive Materials, 2023, 25: 201–222
Lipskas J, Deep K, Yao W. Robotic-assisted 3D bio-printing for repairing bone and cartilage defects through a minimally invasive approach. Scientific Reports, 2019, 9(1): 3746
Acknowledgements
This work was supported in part by the National Key R&D Program of China (Grant No. 2022YFB4701200), the Ningbo Key Projects of Science and Technology Innovation 2025 Plan of China (Grant No. 2022Z070), the Zhejiang Provincial Natural Science Foundation of China (Grant No. LD22E050011), the Science Fund for Creative Research Groups of the National Natural Science Foundation of China (Grant No. T2121003), and the National Natural Science Foundation of China (Grant No. 52205003). The authors gratefully acknowledge these supporting agencies.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest The authors declare that they have no conflict of interest.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution, and reproduction in any medium or format as long as appropriate credit is given to the original author(s) and source, a link to the Creative Commons license is provided, and the changes made are indicated.
The images or other third-party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.
Visit http://creativecommons.org/licenses/by/4.0/ to view a copy of this license.
About this article
Cite this article
Zhang, W., Wang, Z., Ma, K. et al. State of the art in movement around a remote point: a review of remote center of motion in robotics. Front. Mech. Eng. 19, 14 (2024). https://doi.org/10.1007/s11465-024-0785-3
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11465-024-0785-3