Abstract
Recently, with the rapid development of aerospace technology, an increasing number of spacecraft is being launched into space. Additionally, the demands for on-orbit servicing (OOS) missions are rapidly increasing. Space robotics is one of the most promising approaches for various OOS missions; thus, research on space robotics technologies for OOS has attracted increased attention from space agencies and universities worldwide. In this paper, we review the structures, ground verification, and on-orbit kinematics calibration technologies of space robotic systems for OOS. First, we systematically summarize the development of space robotic systems and OOS programs based on space robotics. Then, according to the structures and applications, these systems are divided into three categories: large space manipulators, humanoid space robots, and small space manipulators. According to the capture mechanisms adopted, the end-effectors are systematically analyzed. Furthermore, the ground verification facilities used to simulate a microgravity environment are summarized and compared. Additionally, the on-orbit kinematics calibration technologies are discussed and analyzed compared with the kinematics calibration technologies of industrial manipulators with regard to four aspects. Finally, the development trends of the structures, verification, and calibration technologies are discussed to extend this review work.
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References
Akin D, Sullivan B. A survey of serviceable spacecraft failures. In: AIAA Space 2001 Conference and Exposition. Albuquerque, 2001. 4540
Gefke G, Janas A, Chiei R, et al. Advances in robotic servicing technology development. In: AIAA Space 2015 Conference and Exposition. Pasadena, 2015. 4426
Li W J, Cheng D Y, Liu X G, et al. On-orbit service (OOS) of spacecraft: A review of engineering developments. Prog Aerospace Sci, 2019, 108: 32–120
Pellegrino J F, Roberts B J. Robotic servicing technology development. In: AIAA Space 2013 Conference and Exposition. San Digeo, 2013. 5339
Liu H. An overview of the space robotics progress in China. In: Proceedings of the International Symposium on Artificial Intelligence Robotics and Automation in Space. Montreal, 2014. 15–20
Shan M, Guo J, Gill E. Review and comparison of active space debris capturing and removal methods. Prog Aerospace Sci, 2016, 80: 18–32
Mark C P, Kamath S. Review of active space debris removal methods. Space Policy, 2019, 47: 194–206
Flores-Abad A, Ma O, Pham K, et al. A review of space robotics technologies for on-orbit servicing. Prog Aerospace Sci, 2014, 68: 1–26
Bekey G A, Ambrose R, Kumar V, et al. Robotics: State of the Art and Future Challenges. London: Imperial College Press, 2008
Rembala R, Ower C. Robotic assembly and maintenance of future space stations based on the iss mission operations experience. Acta Astronaut, 2009, 65: 912–920
Kulakov F M. Some russian research on robotics. Robot Auton Syst, 1996, 18: 365–372
Sallaberger C. Canadian space robotic activities. Acta Astronaut, 1997, 41: 239–246
Yoneyama K, Shiraki K, Ono Y, et al. Japanese experiment module (JEM) program overview. J Appl Manag Entrep, 2006, 14: 4149–4159
Truong V, Greco T, Kassam I, et al. A cost effective methodology for building flight spares for robotic life extension on the international space station. Acta Astronaut, 2019, 162: 405–408
Didot F, Oort M, Kouwen J, et al. The era system: Control architecture and performances results. In: Preceedings of the International Symposium on Artificial Intelligence, Robotics and Automation in Space. Montral, 2001
Sun K, Liu H, Xie Z W, et al. Structure design of an end effector for the chinese space station experimental module manipulator. In: Proceedings of the 12th International Symposium on Artificial Intelligence, Robotics and Automation in Space. Montrea, 2014. 1–8
Dietrich A, Bussmann K, Petit F, et al. Whole-body impedance control of wheeled mobile manipulators. Auton Robot, 2016, 40: 505–517
Bluethmann W, Ambrose R, Diftler M, et al. Robonaut: A robot designed to work with humans in space. Auton Robot, 2003, 14: 179–197
Diftler M A, Mehling J S, Abdallah M E H, et al. Robonaut 2—The first humanoid robot in space. In: International Conference on Robotics and Automation. Shanghai, 2011. 2178–2183
Diftler M, Ahlstrom T, Ambrose R, et al. Robonaut 2—Initial activities on-board the iss. In: IEEE Aerospace Conference Proceedings. Big Sky, 2012. 1–12
Bogdanov A, Dudorov E, Permyakov A, et al. Control system of a manipulator of the anthropomorphic robot fedor. In: International Conference on Developments in eSystems Engineering (DeSE). St. Louis: IEEE, 2019. 449–453
Xie Z D, Zhao J D, Huang J B, et al. DSP/FPGA-based highly integrated flexible joint robot. In: 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems. St Louis, 2009
Liu H, Wu K, Meusel P, et al. Multisensory five-finger dexterous hand: The DLR/HIT hand II. In: International Conference on Intelligent Robots and Systems. Nice, 2008. 3692–3697
Jing Z, Qiao L, Pan H, et al. An overview of the configuration and manipulation of soft robotics for on-orbit servicing. Sci China Inf Sci, 2017, 60: 050201
Oda M, Kibe K, Yamagata F. Ets-vii, space robot in-orbit experiment satellite. In: International Conference on Robotics and Automation. Minneapolis, 1996. 739–744
Kimura S, Nagai Y, Yamamoto H, et al. Rendezvous experiments on smartsat-1. In: International Conference on Space Mission Challenges for Information Technology. Pasadena, 2006. 374–379
Malaviarachchi P, Reedman T J, Allen A C M, et al. A small satellite concept for on-orbit servicing of spacecraft. In: Processdings of the 17th Annual AIAA/USU Conference on Small Satellites. Logan: AIAA, 2003
de Selding P B. Intelsat signs up for mda’s satellite refueling service. Space News, 2011. https://spacenews.com/intelsat-signs-mdas-satellite-refueling-service/
Visentin G, Brown D L. Robotics for geostationary satellite servicing. Robot Auton Syst, 1998, 23: 45–51
Hirzinger G, Brunner B, Dietrich J, et al. Rotex-the first remotely controlled robot in space. In: International Conference on Robotics and Automation. San Diego, 1994. 2604–2611
Freund E, Hoffmann K, Rossmann J. Application of automatic action planning for several work cells to the German ETS-VII space robotics experiments. In: International Conference on Robotics and Automation. San Francisco, 2000. 1239–1244
Hirzinger G, Brunner B, Landzettel K, et al. Preparing a new generation of space robots—A survey of research at DLR. Robot Auton Syst, 1998, 23: 99–106
Hirzinger G, Landzettel K, Reintsema D, et al. Rokviss-robotics component verification on iss. In: Proceedings of the 8th International Symposium on Artifical Intelligence, Robotics and Automation in Space. Munich, 2005
Hirzinger G, Landzettel K, Brunner B, et al. DLR’s robotics technologies for on-orbit servicing. Adv Robotics, 2004, 18: 139–174
Debus T, Dougherty S. Overview and performance of the front-end robotics enabling near-term demonstration (frend) robotic arm. In: AIAA Infotech@Aerospace Conference 2009. Seatle, 2009. 1870
Reintsema D, Sommer B, Wolf T, et al. Deos-the in-flight technology demonstration of German’s robotics approach to dispose malfunctioned satellites. In: Processdings of the 11th Symposium on Advanced Space Technologies in Robotics and Automation. Noordwijk, 2011
Lange C, Witte L, Rosta R, et al. A seismic-network mission proposal as an example for modular robotic lunar exploration missions. Acta Astronaut, 2017, 134: 121–132
Henry D, Cieslak J, Torres J Z, et al. Model-based fault diagnosis and tolerant control: The ESA’s e.Deorbit mission. In: 18th European Control Conference. Napoli, 2019. 4356–4361
Biesbroek R, Innocenti L, Wolahan A, et al. E. Deorbit—ESA’s active debris removal mission. In: Processdings of the 7th European Conference on Space Debris. Darmstadt, 2017
Colmenarejo P, Graziano M, Novelli G, et al. On ground validation of debris removal technologies. Acta Astronaut, 2018, 158: 206–219
Pasqualetto Cassinis L, Fonod R, Gill E. Review of the robustness and applicability of monocular pose estimation systems for relative navigation with an uncooperative spacecraft. Prog Aerospace Sci, 2019, 110: 100548
Rumford T E. Demonstration of autonomous rendezvous technology (dart) project summary. In: Proceedings of SPIE: The International Society for Optical Engineering. San Diego, 2003. 10–19
Thronson H, Akin D, Grunsfeld J, et al. The evolution and promise of robotic in-space servicing. In: AIAA Space 2009 Conference & Exposition. Pasadena, 2009. 6545
Mulder T. Orbital express autonomous rendezvous and capture flight operations. In: AIAA/AAS Astrodynamics Specialist Conference & Exhibit. Honolulu, 2008. 6768
Henshaw C G. The darpa phoenix spacecraft servicing program: Overview and plans for risk reduction. In: Peoceedings of International Symposium on Artificial Intelligence, Robotics and Automation in Space (i-SAIRAS). Montreal, 2014
NASA Goddard Space Flight Center. On-orbit satellite servicing study project report. [2020-06-27]. Available from: https://nexis.gsfc.nasa.gov/images/NASA_Satellite_Servicing_Project_Report_2010A.pdf
NASA Goddard Space Flight Center. Cooperative servicing aids. [2020-07-27]. Available from: https://sspd.gsfc.nasa.gov/co-operative_servicing_aids.html
NASA. In-space robotic manufacturing and assembly (irma). [2020-06-27]. Available from: https://www.nasa.gov/mission_pages/tdm/main/index.html
Reed B B, Smith R C, Naasz B J, et al. The restore-l servicing mission. In: AIAA SPACE, 2016. Long Beach, 2016
Rossetti D, Keer B, Panek J, et al. Spacecraft modularity for serviceable satellites. In: AIAA SPACE 2015 Conference and Exposition. Pasadena, 2015. 4579
Keller J. DARPA RSGS program eyes space robot to maintain geosynchronous satellites. Military Aerospace Electron, 2016, 27: 4–5
Northrop grumman. Mission extension vehicle. [2020-06-28]. Available from: https://www.northropgrumman.com/space/space-logistics-services/mission-extension-vehicle/
Advanced-television. Orbital atk to assemble satellites in space. [2020-06-28]. Available from: https://advanced-television.com/2016/11/30/orbital-atk-to-assemble-satellites-in-space/
Sabelli E, Akin D, Carignan C. Selecting impedance parameters for the ranger 8-DOF dexterous space manipulator. In: AIAA Infotech@Aerospace 2007 Conference and Exhibit. Rohnert Park, 2007. 2837
Metcalfe L, Hillebrandt T. Robotic refuelling mission demonstrating satellite refuelling technology on board the ISS. In: International Symposium on Artificial Intelligence, Robotics and Automation in Space. aint-Hubert, 2014
Jefferies S A, Merrill R G, Nufer B, et al. Viability of a reusable in-space transportation system. In: AIAA SPACE 2015 Conference and Exposition. Pasadena, 2015. 4580
Macewen H A. In-space infrastructures and the modular assembled space telescope (MAST). In: Proceedings of International Society of Photo-Optical Instrumentation Engineers. Pasadena, 2013
Baldauf B, Polidan R, Folkman M, et al. Modular orbital demonstration of an evolvable space telescope (MODEST). In: AIAA SPACE 2015 Conference and Exposition. Pasadena, 2015
Lee A X, Lu H, Gupta A, et al. Learning force-based manipulation of deformable objects from multiple demonstrations. In: IEEE International Conference on Robotics and Automation IEEE. Seattle, 2015. 177–184
Buran composition remote manipulator system. [2002-08-28]. Available from: https://cn.bing.com/images/search?view=detailV2&ccid=maXSMvVP&id=548906C87A94DD0EE18367FFB-C19EE51238D927E&thid=OIP.maXSMvVPEY_LMiQsI3UzbA-HaFT&mediaurl=http%3a%2f%2fwww.buran.fr%2fbourane-buran%2fimg%2fbras-grand.jpg&exph=638&expw=891&q=The+ys-temfoard
Liu D Y, Liu H, Li Z Q. Calibration strategy of space manipulator system on-orbit servicing fine operation (in Chinese). J Astron, 2017, 38: 630–637
Zhang X, Liu J, Gao Q, et al. Adaptive robust decoupling control of multi-arm space robots using time-delay estimation technique. Nonlinear Dyn, 2020, 100: 2449–2467
Gao Q, Liu J, Ju Z, et al. Dual-hand detection for human-robot interaction by a parallel network based on hand detection and body pose estimation. IEEE Trans Ind Electron, 2019, 66: 9663–9672
Ni Z, Liu J, Wu Z, et al. Identification of the state-space model and payload mass parameter of a flexible space manipulator using a recursive subspace tracking method. Chin J Aeronautics, 2019, 32: 513–530
Gillett R, Kerr A, Sallaberger C, et al. A hybrid range imaging system solution for in-flight space shuttle inspection. In: Canadian Conference on Electrical and Computer Engineering. Niagara Falls, 2004. 2147–2150
Sallaberger C, Fulford P, Ower C, et al. Robotic technologies for space exploration at MDA. In: The 8th International Symposium on Artificial Intelligence, Robotics and Automation in Space. Munich, 2005
Putz P. Space robotics in europe: A survey. Robotics Autonomous Syst, 1998, 23: 3–16
Ellery A. Tutorial review on space manipulators for space debris mitigation. Robotics, 2019, 8: 34
Fehse W. Automated Rendezvous and Docking of Spacecraft. Cambridge: Cambridge University Press, 2003
Krenn A, Stewart M, Mitchell D, et al. Flight servicing of robotic refueling mission 3. In: 28th Space Cryogenics Workshop. Southbury: NASA Kennedy Space Center, 2019
King D. Space servicing: Past, present and future. In: Proceeding of the 6th International Symposium on Artificial Intelligence and Robotics & Automation in Space. St-Hubert, 2001
Scott M A, Gilbert M G, Demeo M E. Active vibration damping of the space shuttle remote manipulator system. J Guidance Control Dyn, 1993, 16: 275–280
Fukazu Y, Hara N, Kanamiya Y, et al. Reactionless resolved acceleration control with vibration suppression capability for JEMRMS/SFA. In: 2008 IEEE International Conference on Robotics and Biomimetics. Bangkok, 2009
Fontanals J, Dangvu B A, Porges O, et al. Integrated grasp and motion planning using independent contact regions. In: International Conference on Humanoid Robots. Madrid, 2014. 887–893
Feng F, Tang L N, Xu J F, et al. A review of the end-effector of large space manipulator with capabilities of misalignment tolerance and soft capture. Sci China Tech Sci, 2016, 59: 1621–1638
Han F, Liu Y, Sun K, et al. Development of the interchangeable devices for space robot system. In: International Conference on Robotics and Biomimetics. Shenzhen, 2013. 2055–2061
Kumar R, Hayes R. System requirements and design features of space station remote manipulator system mechanisms. In: 25th Aerospace Mechanisms Symposium. Toronto Ontario, 1991. 15–30
Lambooy P J, Mandersloot W M, Bentall R H. Some mechanical design aspects of the european robotic arm. In: 29th Aerospace Mechanisms Symposium. Leiden, 1995. 17–29
Feng F, Liu Y, Liu H, et al. Design schemes and comparison research of the end-effector of large space manipulator. Chin J Mech Eng, 2012, 25: 674–687
Feng F. Research on space large misalignment tolerance end-effector and its soft capture strategy (in Chinese). Dissertation of Doctoral Degree. Harbin: Harbin Institute of Technology, 2013
Jorgensen G, Bains E. Srms history, evolution and lessons learned. In: AIAA SPACE 2011 Conference & Exposition. Long Beach, 2013
Motaghedi P, Stamm S. 6 DOF testing of the orbital express capture system. In: Modeling, Simulation, and Verification of Space-based Systems II. Orlando, 2005. 66–81
Kreisel J, Reed B B, Kienlen M, et al. Unmanned on-orbit servicing (OOS): A roadmap to the future, rokviss and the tecsas mission. In: 56th International Astronautical Congress. Fukuoka, 2005. 5492–5508
Rekleitis I, Martin E, Rouleau G, et al. Autonomous capture of a tumbling satellite. J Field Robotics, 2007, 24: 275–296
Aghili F. Optimal control for robotic capturing and passivation of a tumbling satellite with unknown dynamics. In: AIAA Guidance, Navigation and Control Conference and Exhibit. Honolulu, 2008. 6987
Rubinger B, Fulford P, Gregoris L, et al. Self-adapting robotic auxiliary hand (SARAH) for spdm operations on the international space station. In: Proceedings of the 6th International Symposium on Artificial Intelligence and Robotics & Automation in Space. Hubert, 2001
Lyu X, Xia Y, Liu R Q. Design of an under-actuated self-adaptive capture device (in Chinese). J Harbin Eng Univer, 2016, 37: 1709–1715
Hirzinger G. Mechatronics for a new robot generation. IEEE/ASME Trans Mechatron, 1996, 1: 149–157
Inaba N, Nishimaki T, Asano M, et al. Rescuing a stranded satellite in space: Experimental study of satellite captures using a space manipulator. In: International Conference on Intelligent Robots and Systems. Las Vegas, 2003. 3074–3076
Lovchik C S, Diftler M A. The robonaut hand: A dexterous robot hand for space. In: International Conference on Robotics and Automation. Detroit, 1999. 907–912
Chalon M, Wedler A, Baumann A, et al. Dexhand: A space qualified multi-fingered robotic hand. In: International Conference on Robotics and Automation. Shanghai, 2011. 2204–2210
Zhang Y, Sun K, Liu H. The non-cooperative satellite capturing nozzle device based on laser range finders guidance. In: International Conference on Robotics and Biomimetics. Bali, 2014. 148–153
Liu J, Tong Y, Liu Y, et al. Development of a novel end-effector for an on-orbit robotic refueling mission. IEEE Access, 2020, 8: 17762–17778
Xu W, Liang B, Xu Y. Survey of modeling, planning, and ground verification of space robotic systems. Acta Astronaut, 2011, 68: 1629–1649
Rybus T, Seweryn K, Oleś J, et al. Application of a planar air-bearing microgravity simulator for demonstration of operations required for an orbital capture with a manipulator. Acta Astronaut, 2019, 155: 211–229
Romano M, Friedman D A, Shay T J. Laboratory experimentation of autonomous spacecraft approach and docking to a collaborative target. J Spacecraft Rockets, 2007, 44: 164–173
Schwartz J L, Peck M A, Hall C D. Historical review of air-bearing spacecraft simulators. J Guidance Control Dyn, 2003, 26: 513–522
Ullman M A. Experiments in autonomous navigation and control of a multi-manipulator, free-flying space robot. Dissertation of Doctoral Degree. California, USA: Stanford University, 1993
Iwata T, Kodama K, Numajiri F, et al. Experiment of robotic motion using drop shaft. J Robotics Soc Jpn, 1995, 13: 1206–1209
Watanabe Y, Nakamura Y. Experiments of a space robot in the free-fall environment. In: Proceedings of the 5th International Symposium on Artificial Intelligence, Robotics and Automation in Space. Noordwijk, 1999
Watanabe Y, Araki K, Nakamura Y. Microgravity experiments for a visual feedback control of a space robot capturing a target. In: Conference on intelligent robots and systems. Victoria, 1998. 1993–1998
Martin P K. Review of NASA’s microgravity flight services. Technical Paper. Report No.: IG-10-015. NASA: Office of Inspector Genral, 2010
Sawada H, Ui K, Mori M, et al. Micro-gravity experiment of a space robotic arm using parabolic flight. Adv Robotics, 2012, 18: 247–267
Menon C, Aboudan A, Cocuzza S, et al. Free-flying robot tested on parabolic flights: Kinematic control. J Guidance Control Dyn, 2005, 28: 623–630
Nohmi M, Yamamoto T, Takagi Y. Microgravity experiment for attitude control of a tethered body by arm link motion. In: International Conference on Mechatronics and Automation. Intech, 2007. 3519–3524
Akin D L, Braden J R. Neutral buoyancy technologies for extended performance testing of advanced space suits. Technical Paper. Report No.: 0148-7191. NASA: SAE Technical Paper, 2003
Akin D L, Carignan C R. The reaction stabilization of on-orbit robots. IEEE Control Systems, 2000, 20: 19–33
Parrish J, Akin D L, Gefke G G. The ranger telerobotic shuttle experiment: Implications for operational EVA/robotic cooperation. In: International Conference On Environmental Systems. Toulouse: SAE International, 2000. 7–31
Menon C, Busolo S, Cocuzza S, et al. Issues and solutions for testing free-flying robots. Acta Astronaut, 2007, 60: 957–965
Lu Q, Ortega C, Ma O. Passive gravity compensation mechanisms: Technologies and applications. Recent Patent Eng, 2011, 5: 32–44
Sato Y, Ejiri A, Iida Y, et al. Micro-g emulation system using constant-tension suspension for a space manipulator. In: International Conference on Robotics and Automation. Sacramento, 1991. 1893–1900
Brown H B, Dolan J M. A novel gravity compensation system for space robots. In: Proceedings of the ASCE Specialty Conference on Robotics for Challenging Environments. Albuquerque, 1994. 250–258
White G C, Xu Y S. An active vertical-direction gravity compensation system. IEEE Trans Instrum Meas, 1994, 43: 786–792
Ma O, Wang J, Misra S, et al. On the validation of spdm task verification facility. J Robotic Syst, 2004, 21: 219–235
Shimoji H, Inoue M, Tsuchiya K, et al. Simulation system for a space robot using six-axis servos. Adv Robotics, 1991, 6: 179–196
Piedboeuf J C, De Carufel J, Aghili F, et al. Task verification facility for the canadian special purpose dextrous manipulator. In: Proceedings 1999 IEEE International Conference on Robotics and Automation. Detroit, 1999. 1077–1083
Agrawal S K, Hirzinger G, Landzettel K, et al. A new laboratory simulator for study of motion of free-floating robots relative to space targets. IEEE Transactions on Robotics & Automation, 1996, 12: 627–633
Dubowsky S, Durfee W, Corrigan T, et al. A laboratory test bed for space robotics: The VES II. In: Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems. Munich, 1994. 1562–1569
Matunaga S, Yoshihara K, Takahashi T, et al. Ground experiment system for dual-manipulator-based capture of damaged satellites. In: Proceedings 2000 IEEE/RSJ International Conference on Intelligent Robots and Systems. Takamatsu, 2000. 1847–1852
Aghili F. A robotic testbed for zero-g emulation of spacecraft. In: IEEE/RSJ International Conference on Intelligent Robots and Systems. Edmonton, 2005. 3654–3661
Boge T, Ma O. Using advanced industrial robotics for spacecraft rendezvous and docking simulation. In: International Conference on Robotics and Automation. Shanghai, 2011
Artigas J, De Stefano M, Rackl W, et al. The OOS-SIM: An on-ground simulation facility for on-orbit servicing robotic operations. In: International Conference on Robotics and Automation. Seattle, 2015. 2854–2860
De Stefano M, Artigas J, Giordano A, et al. On-ground experimental verification of a torque controlled free-floating robot. In: Symposium on Advanced Space Technologies in Robotics & Automation. Noordwijk, 2015
Takahashi R, Ise H, Konno A, et al. Hybrid simulation of a dual-arm space robot colliding with a floating object. In: International Conference on Robotics & Automation. Pasadena, 2008. 1201–1206
Xiao W, Sun F C, Liu H P. Design and development of a ground experiment system with free-flying space robot. In: Conference on Industrial Electronics and Applications. Beijing, 2011. 2101–2106
LIU Q, Xiao X, Cheng J, et al. Study on hardware-in-the-loop simulation facility for task verification of space manipulator (in Chiese). Manned Spacecraft, 2019, 25: 227–235
Kelm B, Angielski J, Butcher S, et al. Frend: Pushing the envelope of space robotics. NRL Rev, 2008: 239–241
Chen G, Li T, Chu M, et al. Review on kinematics calibration technology of serial robots. Int J Precis Eng Manuf, 2014, 15: 1759–1774
Liu H, Liu Y, Jiang L. Space Robot and Teleoperation. Harbin: Harbin Institute of Technology Press, 2012
Bai Y, Wang D. Improve the robot calibration accuracy using a dynamic online fuzzy error mapping system. IEEE Trans Syst Man Cybern B, 2004, 34: 1155–1160
Schröer K, Albright S L, Grethlein M. Complete, minimal and model-continuous kinematic models for robot calibration. Robotics Comput-Integrated Manufacturing, 1997, 13: 73–85
Hayati S. Robot arm geometric link parameter estimation. In: IEEE Conference on Decision and Control. Piscataway, 1983. 1477–1483
Stone H W. Kinematic modeling, identification, and control of robotic manipulators. Dissertation of Doctoral Degree. New York: Carnegie Mellon University, 1986
Zhuang H, Roth Z S, Hamano F. A complete and parametrically continuous kinematic model for robot manipulators. IEEE Trans Robot Automat, 1992, 8: 451–463
Zhuang H, Roth Z S. A linear solution to the kinematic parameter identification of robot manipulators. IEEE Trans Robot Automat, 1993, 9: 174–185
Zhong X L, Lewis J M, Frnacis LN. Autonomous robot calibration using a trigger probe. Robot Auton Syst, 1996, 18: 395–410
Okamura K, Park F C. Kinematic calibration using the product of exponentials formula. Robotica, 1996, 14: 415–421
Yang X, Wu L, Li J, et al. A minimal kinematic model for serial robot calibration using poe formula. Robotics Comput-Integrated Manufacturing, 2014, 30: 326–334
Chen I M, Yang G, Tan C T, et al. Local poe model for robot kinematic calibration. Mechanism Machine Theor, 2001, 36: 1215–1239
Chen G, Wang H, Lin Z. Determination of the identifiable parameters in robot calibration based on the poe formula. IEEE Trans Robot, 2014, 30: 1066–1077
Li C, Wu Y, Lowe H, et al. Poe-based robot kinematic calibration using axis configuration space and the adjoint error model. IEEE Trans Robot, 2016, 32: 1264–1279
Meggiolaro M A, Dubowsky S. An analytical method to eliminate the redundant parameters in robot calibration. In: IEEE International Conference on Robotics & Automation. San Francisco, 2000. 3609–3615
Murray R N, Li Z, Sastry S. A Mathematical Introduction to Robotics Manipulation. Boca Raton: CRC Press, 1994
Gan Y, Dai X. Base frame calibration for coordinated industrial robots. Robot Auton Syst, 2011, 59: 563–570
He R B, Zhao Y J, Han F L, et al. Experimentation on identifying the kinematic parameters of serial mechanism based on the product-of-exponential formula (in Chinese). Robot, 2011, 33: 35–39
Du G, Zhang P. Online robot calibration based on vision measurement. Robotics Comput-Integrated Manufacturing, 2013, 29: 484492
Nubiola A, Slamani M, Bonev I A. A new method for measuring a large set of poses with a single telescoping ballbar. Precision Eng, 2013, 37: 451–460
Liang P, Chang Y L, Hackwood S. Adaptive self-calibration of vision-based robot systems. IEEE Transactions on Systems Man & Cybernetics, 1989, 19: 811–824
Wang D, Bai Y, Zhao J. Robot manipulator calibration using neural network and a camera-based measurement system. Trans Institute Measurement Control, 2012, 34: 105–121
Bennett D J, Geiger D, Hollerbach J M. Autonomous robot calibration for hand-eye coordination. Int J Robotics Res, 1991, 10: 550–559
Liu J, Zhang Y, Li Z. Improving the positioning accuracy of a neurosurgical robot system. IEEE/ASME Trans Mechatron, 2007, 12: 527–533
Liu Y, Liu H, Ni F, et al. New self-calibration approach to space robots based on hand-eye vision. J Cent South Univ Technol, 2011, 18: 1087–1096
Wang S, Jia Q, Chen G, et al. Complete relative pose error model for robot calibration. Industr Robot, 2019, 46: 622–630
Wang Y C, Wei Q Q, Hu C W, et al. A self-calibration method for space manipulators based on poe formula (in Chinese). J Beijing Univer Aeronautics Astronautics, 2018, 44: 2336–2342
Sun Y, Hollerbach J M. Observability index selection for robot calibration. In: International Conference on Robotics and Automation. Pasadena, 2008. 831–836
Fei Z, Wei S W, Shuang C. Choosing measurement configurations for kinematic calibration of cable-driven parallel robots. In: International Conference on Advanced Robotics and Mechatronics. Singapore. 2018. 397–402
Nanos K, Papadopoulos E. On the use of free-floating space robots in the presence of angular momentum. Intel Serv Robotics, 2011, 4: 3–15
Rybus T, Seweryn K, Sasiadek J Z. Trajectory optimization of space manipulator with non-zero angular momentum during orbital capture maneuver. In: AIAA Guidance, Navigation, and Control Conference. San Diego, 2016
Nubiola A, Bonev I A. Absolute calibration of an abb irb 1600 robot using a laser tracker. Robotics Comput-Integrated Manufacturing, 2013, 29: 236–245
Chen G, Jia Q X, Li T, et al. Calibration method and experiments of robot kinematics parameters based on error model (in Chinese). Robot 2012, 34: 680–688
Newey W K. Efficient instrumental variables estimation of nonlinear models. Econometrica, 1990, 58: 809–837
Chen G, Jia Q X, Li T, et al. Recursive calibrations for robot kinematics parameters (in Chinese). J Beijing Univer Posts Telecommun, 2013, 36: 28–32
Rougée A, Picard C, Ponchut C, et al. Geometrical calibration of X-ray imaging chains for three-dimensional reconstruction. Computized Med Imag Graphics, 1993, 17: 295–300
Zhang Y W, Lei W, Di W Q. Differential annealing for global optimization. In: International Conference on Swarm Intelligence. Shenzhen, 2012. 382–389
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This work was supported by the National Key R&D Program of China (Grant No. 2017YFB1300400), the National Natural Science Foundation of China (Grant Nos. 91748201 and 51775011), and Beijing Natural Science Foundation (Gran No. 3192017).
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Ding, X., Wang, Y., Wang, Y. et al. A review of structures, verification, and calibration technologies of space robotic systems for on-orbit servicing. Sci. China Technol. Sci. 64, 462–480 (2021). https://doi.org/10.1007/s11431-020-1737-4
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DOI: https://doi.org/10.1007/s11431-020-1737-4