Abstract
In this paper, we present a comprehensive review of hand exoskeleton technologies for rehabilitation and assistive engineering, from basic hand biomechanics to actuator technologies. Because of rapid advances in mechanical designs and control algorithms for electro-mechanical systems, exoskeleton devices have been developed significantly, but are still limited to use in larger body areas such as upper and lower limbs. However, because of their requirements for smaller size and rich tactile sensing capabilities, hand exoskeletons still face many challenges in many technical areas, including hand biomechanics, neurophysiology, rehabilitation, actuators and sensors, physical human-robot interactions and ergonomics. This paper reviews the state-of-the-art of active hand exoskeletons for applications in the areas of rehabilitation and assistive robotics. The main requirements of these hand exoskeleton devices are also identified and the mechanical designs of existing devices are classified. The challenges facing an active hand exoskeleton robot are also discussed.
Similar content being viewed by others
References
Reinkensmeyer, D. J., Emken, J. L. and Cramer, S. C., “Robotics, motor learning, and neurologic recovery,” Annual Review of Biomedical Engineering, Vol. 6, pp. 497–525, 2004.
Taub, E., Miller, N., Novack, T., Cook, E., Fleming, W., Nepomuceno, C., Connell, J. and Crago, J., “Technique to improve chronic motor deficit after stroke,” Archives of Physical Medicine and Rehabilitation, Vol. 74, No. 4, pp. 347–354, 1993.
Mark, V. W. and Taub, E., “Constraint-induced movement therapy for chronic stroke hemiparesis and other disabilities,” Restorative Neurology and Neuroscience, Vol. 22, No. 3–5, pp. 317–336, 2004.
Patton, J. L. and Mussa-Ivaldi, F. A., “Robot-assisted adaptive training: custom force fields for teaching movement patterns,” IEEE Transactions on Biomedical Engineering, Vol. 51, No. 4, pp. 636–646, 2004.
Heller, A., Wade, D. T., Wood, V. A., Sunderland, A., Hewer, R. L. and Ward, E., “Arm function after stroke: measurement and recovery over the first three months,” Journal of Neurology, Neurosurgery, and Psychiatry, Vol. 50, No. 6, pp. 714–719, 1987.
Wade, D. T., Langton-Hewer, R., Wood, V. A., Skilbeck, C. E. and Ismail, H. M., “The hemiplegic arm after stroke: measurement and recovery,” Journal of Neurology, Neurosurgery, and Psychiatry, Vol. 46, No. 6, pp. 521–524, 1983.
Sunderland, A., Tinson, D., Bradley, L. and Hewer, R. L., “Arm function after stroke. An evaluation of grip strength as a measure of recovery and a prognostic indicator,” Journal of Neurology, Neurosurgery, and Psychiatry, Vol. 52, No. 11, pp. 1267–1272, 1989.
Nakayama, H., Jorgensen, H., Raaschou, H. and Olsen, T., “Recovery of upper extremity function in stroke patients: the Copenhagen Stroke Study,” Archives of Physical Medicine and Rehabilitation, Vol. 75, No. 4, pp. 394–398, 1994.
Kapandji, I. A., “The physiology of the joints: annotated diagrams of the mechanics of the human joints,” Churchill Livingstone, 1987.
Moran, C. A., “Anatomy of the Hand,” Physical Therapy, Vol. 69, No. 12, pp. 1007–1013, 1989.
Berme, N., Paul, J. P. and Purves, W. K., “A biomechanical analysis of the metacarpo-phalangeal joint,” Journal of Biomechanics, Vol. 10, No. 7, pp. 409–412, 1977.
Lluch, A., “Intrinsic causes of stiffness of the interphalangeal joints, in: Copeland, S. A., Gschwend, N., Landi, A. and Saffar, P. (Eds.), Joint Stiffness of the Upper Limb,” Taylor & Francis, pp. 259–264, 1997.
Kapandji, I. A., “The Physiology of the Joints — Volume I: Upper Limb, 5th ed.,” Churchill Livingstone, 1982.
Hollister, A. and Giurintano, D., “Thumb movements, motions, and moments,” Journal of Hand Therapy, Vol. 8, No. 2, pp. 106–114, 1995.
Imaeda, T., An, K. and Cooney, W., “Functional anatomy and biomechanics of the thumb,” Hand Clinics, Vol. 8, No. 1, pp. 9–15, 1992.
Barr, A. and Bear-Lehman, J., “Biomechanics of the wrist and hand, in: Nordin, M. and Frankel, V. H. (Eds.), Basic Biomechanics of the Musculoskeletal System, 3rd ed.,” Lippincott Williams & Wilkins, pp. 358–387, 2001.
Taylor, C. L. and Schwarz, R. J., “The anatomy and mechanics of the human hand,” Artificial Limbs, Vol. 2, No. 2, pp. 22–35, 1955.
Elliot, D. and McGrouther, D. A., “The excursions of the long extensor tendons of the hand,” The Journal of Hand Surgery: British & European Volume, Vol. 11, No. 1, pp. 77–80, 1986.
Armstrong, T. J. and Chaffin, D. B., “An investigation of the relationship between displacements of the finger and wrist joints and the extrinsic finger flexor tendons,” Journal of Biomechanics, Vol. 11, No. 3, pp. 119–128, 1978.
Kuczynski, K., “The proximal interphalangeal joint: anatomy and causes of stiffness in the fingers,” Journal of Bone and Joint Surgery-British Volume, Vol. 50, No. 3, pp. 656–663, 1968.
Shrewsbury, M. and Johnson, R., “Ligaments of the distal interphalangeal joint and the mallet position,” The Journal of Hand Surgery, Vol. 5, No. 3, pp. 214–216, 1980.
Worsnopp, T. T., Peshkin, M. A., Colgate, J. E. and Kamper, D. G., “An Actuated Finger Exoskeleton for Hand Rehabilitation Following Stroke,” Proc. of the IEEE International Conference on Rehabilitation Robotics, pp. 896–901, 2007.
Fontana, M., Dettori, A., Salsedo, F. and Bergamasco, M., “Mechanical design of a novel Hand Exoskeleton for accurate force displaying,” Proc. of the IEEE International Conference on Robotics and Automation, pp. 1704–1709, 2009.
Wege, A. and Hommel, G., “Development and control of a hand exoskeleton for rehabilitation of hand injuries,” Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 3046–3051, 2005.
In, H. K., Cho, K.-J., Kim, K. R. and Lee, B. S., “Jointless structure and under-actuation mechanism for compact hand exoskeleton,” Proc. of the IEEE International Conference on Rehabilitation Robotics, pp. 1–6, 2011.
Kadowaki, Y., Noritsugu, T., Takaiwa, M., Sasaki, D. and Kato, M., “Development of Soft Power-Assist Glove and Control Based on Human Intent,” Journal of Robotics and Mechatronics, Vol. 23, No. 2, pp. 281–291, 2011.
Stergiopoulos, P., Fuchs, P. and Laurgeau, C., “Design of a 2-finger hand exoskeleton for VR grasping simulation,” Proc. of the Eurohaptics, pp. 80–93, 2003.
Nakagawara, S., Kajimoto, H., Kawakami, N., Tachi, S. and Kawabuchi, I., “An Encounter-Type Multi-Fingered Master Hand Using Circuitous Joints,” Proc. of the IEEE International Conference on Robotics and Automation, pp. 2667–2672, 2005.
Wang, J., Li, J., Zhang, Y. and Wang, S., “Design of an exoskeleton for index finger rehabilitation,” Proc. of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 5957–5960, 2009.
In, H. K. and Cho, K. J., “Compact Hand Exoskeleton Robot for the Disabled,” Proc. of the International Conference on Ubiquitous Robots and Ambient Intelligence, 2009.
Brokaw, E. B., Black, I., Holley, R. J. and Lum, P. S., “Hand Spring Operated Movement Enhancer (HandSOME): A Portable, Passive Hand Exoskeleton for Stroke Rehabilitation,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 19, No. 4, pp. 391–399, 2011.
Otto Bock HealthCare, “WaveFlex Hand CPM Device,” http://www.ottobock.ca/cps/rde/xchg/ob_us_en/hs.xsl/15712.html
Patterson Medical, “Kinetec Maestra Portable Hand CPM,” http://www.pattersonmedical.com/app.aspx?cmd=get_product&id=74161
Mulas, M., Folgheraiter, M. and Gini, G., “An EMG-controlled exoskeleton for hand rehabilitation,” Proc. of the 9th International Conference on Rehabilitation Robotics, pp. 371–374, 2005.
Tong, K. Y., Ho, S. K., Pang, P. M. K., Hu, X. L., Tam, W. K., Fung, K. L., Wei, X. J., Chen, P. N. and Chen, M., “An intention driven hand functions task training robotic system,” Proc. of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 3406–3409, 2010.
Iqbal, J., Tsagarakis, N. G., Fiorilla, A. E. and Caldwell, D. G., “A portable rehabilitation device for the Hand,” Proc. of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 3694–3697, 2010.
Schabowsky, C., Godfrey, S., Holley, R. and Lum, P., “Development and pilot testing of HEXORR: Hand EXOskeleton Rehabilitation Robot,” Journal of NeuroEngineering and Rehabilitation, Vol. 7, No. 1, p. 36, 2010.
Chiri, A., Giovacchini, F., Vitiello, N., Cattin, E., Roccella, S., Vecchi, F. and Carrozza, M. C., “HANDEXOS: Towards an exoskeleton device for the rehabilitation of the hand,” Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1106–1111, 2009.
Chiri, A., Vitiello, N., Giovacchini, F., Roccella, S., Vecchi, F. and Carrozza, M. C., “Mechatronic Design and Characterization of the Index Finger Module of a Hand Exoskeleton for Post-stroke Rehabilitation,” IEEE/ASME Transactions on Mechatronics, Vol. PP, No. 99, pp. 1–11, 2011.
Wege, A. and Zimmermann, A., “Electromyography sensor based control for a hand exoskeleton,” Proc. of the IEEE International Conference on Robotics and Biomimetics, pp. 1470–1475, 2007.
Ueki, S., Kawasaki, H., Ito, S., Nishimoto, Y., Abe, M., Aoki, T., Ishigure, Y., Ojika, T. and Mouri, T., “Development of a Hand-Assist Robot With Multi-Degrees-of-Freedom for Rehabilitation Therapy,” IEEE/ASME Transactions on Mechatronics, Vol. 17, No. 1, pp. 136–146, 2012.
Li, J., Zheng, R., Zhang, Y. and Yao, J., “iHandRehab: An interactive hand exoskeleton for active and passive rehabilitation,” Proc. of the IEEE International Conference on Rehabilitation Robotics, pp. 1–6, 2011.
Sarakoglou, I., Tsagarakis, N. G. and Caldwell, D. G., “Occupational and physical therapy using a hand exoskeleton based exerciser,” Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Vol. 3, pp. 2973–2978, 2004.
Jones, C. L., Wang, F., Osswald, C., Kang, X., Sarkar, N. and Kamper, D. G., “Control and kinematic performance analysis of an Actuated Finger Exoskeleton for hand rehabilitation following stroke,” Proc. of the 3rd IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics, pp. 282–287, 2010.
Ren, Y., Park, H.-S. and Zhang, L.-Q., “Developing a whole-arm exoskeleton robot with hand opening and closing mechanism for upper limb stroke rehabilitation,” Proc. of the IEEE International Conference on Rehabilitation Robotics, pp. 761–765, 2009.
Kinetic Muscles Inc., “Hand Physical Therapy with The Hand Mentor™,” http://www.kineticmuscles.com/hand-physicaltherapy-hand-mentor.html
Takahashi, C. D., Der-Yeghiaian, L., Le, V., Motiwala, R. R. and Cramer, S. C., “Robot-based hand motor therapy after stroke,” Brain, Vol. 131, No. 2, pp. 425–437, 2008.
Wu, J., Huang, J., Wang, Y. and Xing, K., “A Wearable Rehabilitation Robotic Hand Driven by PM-TS Actuators, in: Liu, H., Ding, H., Xiong, Z. and Zhu, X. (Eds.), Intelligent Robotics and Applications,” Springer, Vol. 6425, pp. 440–450, 2010.
Martinez, L. A., Olaloye, O. O., Talarico, M. V., Shah, S. M., Arends, R. J. and BuSha, B. F., “A power-assisted exoskeleton optimized for pinching and grasping motions,” Proc. of the IEEE Annual Northeast Bioengineering Conference, pp. 1–2, 2010.
Rotella, M. F., Reuther, K. E., Hofmann, C. L., Hage, E. B. and BuSha, B. F., “An orthotic hand-assistive exoskeleton for actuated pinch and grasp,” Proc. of the IEEE Annual Northeast Bioengineering Conference, pp. 1–2, 2009.
Baker, M. D., McDonough, M. K., McMullin, E. M., Swift, M. and BuSha, B. F., “Orthotic Hand-Assistive Exoskeleton,” Proc. of the IEEE 37th Annual Northeast Bioengineering Conference, pp. 1–2, 2011.
Hasegawa, Y., Mikami, Y., Watanabe, K. and Sankai, Y., “Five-fingered assistive hand with mechanical compliance of human finger,” Proc. of the IEEE International Conference on Robotics and Automation, pp. 718–724, 2008.
Hasegawa, Y., Tokita, J., Kamibayashi, K. and Sankai, Y., “Evaluation of fingertip force accuracy in different support conditions of exoskeleton,” Proc. of the IEEE International Conference on Robotics and Automation, pp. 680–685, 2011.
Shields, B. L., Main, J. A., Peterson, S. W. and Strauss, A. M., “An anthropomorphic hand exoskeleton to prevent astronaut hand fatigue during extravehicular activities,” Proc. of the IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, Vol. 27, No. 5, pp. 668–673, 1997.
Yamada, Y., Morizono, T., Sato, S., Shimohira, T., Umetani, Y., Yoshida, T. and Aoki, S., “Proposal of a SkilMate finger for EVA gloves,” Proc. of the IEEE International Conference on Robotics and Automation, Vol. 2, pp. 1406–1412, 2001.
Benjuya, N. and Kenney, S. B., “Myoelectric Hand Orthosis,” Journal of Prosthetics and Orthotics, Vol. 2, No. 2, pp. 149–154, 1990.
DiCicco, M., Lucas, L. and Matsuoka, Y., “Comparison of control strategies for an EMG controlled orthotic exoskeleton for the hand,” Proc. of the IEEE International Conference on Robotics and Automation, Vol. 2, pp. 1622–1627, 2004.
Lucas, L., DiCicco, M. and Matsuoka, Y., “An EMG-controlled hand exoskeleton for natural pinching,” Journal of Robotics and Mechatronics, Vol. 16, No. 5, pp. 482–488, 2004.
Sasaki, D., Noritsugu, T., Takaiwa, M. and Yamamoto, H., “Wearable power assist device for hand grasping using pneumatic artificial rubber muscle,” Proc. of the IEEE International Workshop on Robot and Human Interactive Communication, pp. 655–660, 2004.
Tadano, K., Akai, M., Kadota, K. and Kawashima, K., “Development of grip amplified glove using bi-articular mechanism with pneumatic artificial rubber muscle,” Proc. of the IEEE International Conference on Robotics and Automation, pp. 2363–2368, 2010.
Takagi, M., Iwata, K., Takahashi, Y., Yamamoto, S. I., Koyama, H. and Komeda, T., “Development of a grip aid system using air cylinders,” Proc. of the IEEE International Conference on Robotics and Automation, pp. 2312–2317, 2009.
Toya, K., Miyagawa, T. and Kubota, Y., “Power-Assist Glove Operated by Predicting the Grasping Mode,” Journal of System Design and Dynamics, Vol. 5, No. 1, pp. 94–108, 2011.
Moromugi, S., Koujina, Y., Ariki, S., Okamoto, A., Tanaka, T., Feng, M. Q. and Ishimatsu, T., “Muscle stiffness sensor to control an assistance device for the disabled,” Artificial Life and Robotics, Vol. 8, No. 1, pp. 42–45, 2004.
Makaran, J. E., Dittmer, D. K., Buchal, R. O. and MacArthur, D. E., “The SMART Wrist-Hand Orthosis (WHO) for Quadriplegic Patients,” Journal of Prosthetics and Orthotics, Vol. 5, No. 3, pp. 73–76, 1993.
Vas, P., “Sensorless vector and direct torque control,” Oxford University Press, 1998.
Sul, S. K., “Control of electric machine drive systems,” Wiley-IEEE Press, 2011.
Kim, S. H., “DC, AC, BLDC motor control,” Bogdoo, 2010.
Gopura, R. A. R. C. and Kiguchi, K., “Mechanical designs of active upper-limb exoskeleton robots: State-of-the-art and design difficulties,” Proc. of the IEEE International Conference on Rehabilitation Robotics, pp. 178–187, 2009.
Tondu, B. and Lopez, P., “Modeling and control of McKibben artificial muscle robot actuators,” IEEE Control Systems Magazine, Vol. 20, No. 2, pp. 15–38, 2000.
Noritsugu, T., Takaiwa, M. and Sasaki, D., “Development of power assist wear using pneumatic rubber artificial muscles,” Journal of Robotics and Mechatronics, Vol. 21, No. 5, pp. 607–613, 2009.
Takashima, K., Noritsugu, T., Rossiter, J., Guo, S. and Mukai, T., “Development of curved type pneumatic artificial rubber muscle using shape-memory polymer,” Proc. of the SICE Annual Conference, pp. 1691–1695, 2011.
Bar-Cohen, Y., “EAP as artificial muscles: progress and challenges,” Proc. of the Smart Structures and Materials 2004: Electroactive Polymer Actuators and Devices (EAPAD), Vol. 5385, pp. 10–16, 2004.
Mirfakhrai, T., Madden, J. D. W. and Baughman, R. H., “Polymer artificial muscles,” Materials Today, Vol. 10, No. 4, pp. 30–38, 2007.
Bar-Cohen, Y., “Electro-active polymers: current capabilities and challenges,” Proc. of the SPIE, the International Society for Optical Engineering, Vol. 4695, pp. 1–7, 2002.
Deole, U., Lumia, R., Shahinpoor, M. and Bermudez, M., “Design and test of IPMC artificial muscle microgripper,” Journal of Micro-Nano Mechatronics, Vol. 4, No. 3, pp. 95–102, 2008.
Abolfathi, P. P., “Development of an Instrumented and Powered Exoskeleton for the Rehabilitation of the Hand,” Ph.D. Thesis, School of Aerospace, Mechanical and Mechatronic Engineering, University of Sydney, 2007.
Duncheon, C., “Robots will be of service with muscles, not motors,” Industrial Robot: An International Journal, Vol. 32, No. 6, pp. 452–455, 2005.
Herr, H. and Kornbluh, R., “New horizons for orthotic and prosthetic technology: artificial muscle for ambulation,” Proc. of SPIE, Vol. 5385, pp. 1–9, 2004.
Otsuka, K. and Wayman, C. M., “Shape memory materials,” Cambridge University Press, 1999.
Mavroidis, C., Pfeiffer, C. and Mosley, M., “Conventional Actuators, Shape Memory Alloys and Electrorheological Fluids, in: Bar-Cohen, Y. (Ed.), Invited Chapter in Automation, Miniature Robotics and Sensors for Non-Destructive Testing and Evaluation,” The American Society for Nondestructive Testing, pp. 189–214, 2000.
Kamen, G., “Electromyographic Kinesiology, in: Robertson, D. G. E. (Ed.), Research Methods in Biomechanics,” Human Kinetics, 2004.
Rosen, J., Brand, M., Fuchs, M. B. and Arcan, M., “A myosignal-based powered exoskeleton system,” IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, Vol. 31, No. 3, pp. 210–222, 2001.
Triolo, R. J. and Moskowitz, G. D., “The theoretical development of a multichannel time-series myoprocessor for simultaneous limb function detection and muscle force estimation,” IEEE Transactions on Biomedical Engineering, Vol. 36, No. 10, pp. 1004–1017, 1989.
Clancy, E. A. and Hogan, N., “Relating agonist-antagonist electromyograms to joint torque during isometric, quasi-isotonic, nonfatiguing contractions,” IEEE Transactions on Biomedical Engineering, Vol. 44, No. 10, pp. 1024–1028, 1997.
Nam, Y. S., Kim, S. N. and Baek, S.-R., “Calculation of Knee Joint Moment in Isometric and Isokinetic Knee Motion,” Int. J. Precis. Eng. Manuf., Vol. 12, No. 5, pp. 921–924, 2011.
Duque, J., Masset, D. and Malchaire, J., “Evaluation of handgrip force from EMG measurements,” Applied Ergonomics, Vol. 26, No. 1, pp. 61–66, 1995.
Hoozemans, M. J. M. and van Dieën, J. H., “Prediction of handgrip forces using surface EMG of forearm muscles,” Journal of Electromyography and Kinesiology, Vol. 15, No. 4, pp. 358–366, 2005.
DiDomenico, A. and Nussbaum, M. A., “Estimation of forces exerted by the fingers using standardised surface electromyography from the forearm,” Ergonomics, Vol. 51, No. 6, pp. 858–871, 2008.
Choi, C., Kwon, S., Park, W., Lee, H. and Kim, J., “Real-time pinch force estimation by surface electromyography using an artificial neural network,” Medical Engineering and Physics, Vol. 32, No. 5, pp. 429–436, 2010.
Yu, H. L., Chase, R. A. and Strauch, B., “Atlas of hand anatomy and clinical implications,” Mosby Inc., 2004.
De Luca, C. J. and Merletti, R., “Surface myoelectric signal cross-talk among muscles of the leg,” Electroencephalography and Clinical Neurophysiology, Vol. 69, No. 6, pp. 568–575, 1988.
Martin, B. J., Armstrong, T. J., Foulke, J. A., Natarajan, S., Klinenberg, E., Serina, E. and Rempel, D., “Keyboard Reaction Force and Finger Flexor Electromyograms during Computer Keyboard Work,” Human Factors: The Journal of the Human Factors and Ergonomics Society, Vol. 38, No. 4, pp. 654–664, 1996.
Lukowicz, P., Hanser, F., Szubski, C. and Schobersberger, W., “Detecting and Interpreting Muscle Activity with Wearable Force Sensors,” Pervasive Computing, Vol. 3968, pp. 101–116, 2006.
Kasuya, M., Seki, M., Kawamura, K. and Fujie, M. G., “Subtle grip force estimation from EMG and muscle stiffness — Relationship between muscle character frequency and grip force,” Proc. of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 4116–4119, 2011.
Barry, D. T. and Cole, N. M., “Muscle sounds are emitted at the resonant frequencies of skeletal muscle,” IEEE Transactions on Biomedical Engineering, Vol. 37, No. 5, pp. 525–531, 1990.
Youn, W. and Kim, J., “Estimation of elbow flexion force during isometric muscle contraction from mechanomyography and electromyography,” Medical and Biological Engineering and Computing, Vol. 48, No. 11, pp. 1149–1157, 2010.
Silva, J., Heim, W. and Chau, T., “A Self-Contained, Mechanomyography-Driven Externally Powered Prosthesis,” Archives of Physical Medicine and Rehabilitation, Vol. 86, No. 10, pp. 2066–2070, 2005.
Xie, H.-B., Zheng, Y.-P. and Guo, J.-Y., “Classification of the mechanomyogram signal using a wavelet packet transform and singular value decomposition for multifunction prosthesis control,” Physiological Measurement, Vol. 30, No. 5, pp. 441–457, 2009.
Akataki, K., Mita, K., Watakabe, M. and Itoh, K., “Mechanomyogram and force relationship during voluntary isometric ramp contractions of the biceps brachii muscle,” European Journal of Applied Physiology, Vol. 84, No. 1, pp. 19–25, 2001.
Madeleine, P., Farina, D., Merletti, R. and Arendt-Nielsen, L., “Upper trapezius muscle mechanomyographic and electromyographic activity in humans during low force fatiguing and non-fatiguing contractions,” European Journal of Applied Physiology, Vol. 87, No. 4, pp. 327–336, 2002.
Youn, W. and Kim, J., “Feasibility of using an artificial neural network model to estimate the elbow flexion force from mechanomyography,” Journal of Neuroscience Methods, Vol. 194, No. 2, pp. 386–393, 2011.
Mascaro, S. A. and Asada, H. H., “Photoplethysmograph fingernail sensors for measuring finger forces without haptic obstruction,” IEEE Transactions on Robotics and Automation, Vol. 17, No. 5, pp. 698–708, 2001.
Nakatani, M., Shiojima, K., Kinoshita, S., Kawasoe, T., Koketsu, K. and Wada, J., “Wearable contact force sensor system based on fingerpad deformation,” Proc. of the IEEE World Haptics Conference, pp. 323–328, 2011.
Abboudi, R. L., Glass, C. A., Newby, N. A., Flint, J. A. and Craelius, W., “A biomimetic controller for a multifinger prosthesis,” IEEE Transactions on Rehabilitation Engineering, Vol. 7, No. 2, pp. 121–129, 1999.
Curcie, D. J., Flint, J. A. and Craelius, W., “Biomimetic finger control by filtering of distributed forelimb pressures,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 9, No. 1, pp. 69–75, 2001.
Craelius, W., “The Bionic Man: Restoring Mobility,” Science, Vol. 295, No. 5557, pp. 1018–1021, 2002.
Kuttuva, M., Burdea, G., Flint, J. and Craelius, W., “Manipulation Practice for Upper-Limb Amputees Using Virtual Reality,” Presence: Teleoperators and Virtual Environments, Vol. 14, No. 2, pp. 175–182, 2005.
Phillips, S. L. and Craelius, W., “Residual kinetic imaging: a versatile interface for prosthetic control,” Robotica, Vol. 23, No. 3, pp. 277–282, 2005.
Wininger, M., Kim, N. and Craelius, W., “Pressure signature of the forearm as a predictor of grip force,” Journal of Rehabilitation Research and Development, Vol. 45, No. 6, pp. 883–892, 2008.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Heo, P., Gu, G.M., Lee, Sj. et al. Current hand exoskeleton technologies for rehabilitation and assistive engineering. Int. J. Precis. Eng. Manuf. 13, 807–824 (2012). https://doi.org/10.1007/s12541-012-0107-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12541-012-0107-2